Manufacturing COO Pulse Survey

What’s next in manufacturing: The latest executive insights on the future of the industry

Reinventing manufacturing for a changed world

Over the past year, manufacturing firms have faced unprecedented disruption. Rapid, daunting change caused by the COVID-19 crisis has resulted in accelerated digitalisation, increased occurrence of cyber attacks, and transformed consumer behavior. For manufacturers, the pandemic has revealed weaknesses across their end-to-end activities—and highlighted the need for greater resilience and agility.

Today’s challenges are unlike any the world has experienced before and we at PwC wanted to understand how they are affecting firms’ strategies, practices, and performance. So we asked. In PwC’s 2021 COO Pulse Survey, we reveal how global manufacturing executives from over 600 large companies are refocusing their plans and priorities as they look beyond the pandemic. Use our interactive tool below to uncover what manufacturing leaders are doing today to rethink and reconfigure for a stronger tomorrow. Discover what is critical to leaders with regards to cybersecurity, supply chain and distribution, digital innovation, and ESG.

I hope you enjoy exploring the findings, and I invite you to contact us to learn more.

Anil Khurana
Global Industrial Manufacturing & Automotive Leader

Click on the questions below to explore a sampling of our survey findings and click the tabs for sector, geography, and business size. For a deeper dive into the findings, use the drop-down menu. The figures shown represent the percentage of manufacturing executives who provided each answer.

_{Currency is in USD}

	Locations																			Sectors																			Business sizes
	Overall						by Sector (All, China, Germany, Japan, UK, US)									by Business Size (All, China, Germany, Japan, UK, US)				Overall									by Locations (All, AD, AUTO, CGR, ET, EUR, EC, HIM, IME)						by Business Size (All, AD, AUTO, CGR, ET, EUR, EC, HIM, IME)				Overall				by Sector (All, 1-4.99, >5, >250)									by Location (All, 1-4.99, >5, >250)
	All	China	Germany	Japan	UK	US	All	Aerospace & defence	Automotive	Consumer Goods	Electronics and technology	Energy, utilities and resources	Engineering and construction	Health industries and manufacturing	Industrial manufacturing and equipment	All	$1 billion to $4.99 billion	$5 billion and over	$250 million to $999 million	All	Aerospace & defence	Automotive	Consumer Goods	Electronics and technology	Energy, utilities and resources	Engineering and construction	Health industries and manufacturing	Industrial manufacturing and equipment	All	China	Germany	Japan	UK	US	All	$1 billion to $4.99 billion	$5 billion and over	$250 million to $999 million	All	$1 billion to $4.99 billion	$5 billion and over	$250 million to $999 million	All	Aerospace & defence	Automotive	Consumer Goods	Electronics and technology	Energy, utilities and resources	Engineering and construction	Health industries and manufacturing	Industrial manufacturing and equipment	All	China	Germany	Japan	UK	US
Which manufacturing platforms, technologies, and tools is your company prioritising over the next 1-2 years?\|Next-generation manufacturing systems\|Companies are prioritising technologies that work together to drive smart manufacturing. Industrial Internet of Things (IIoT) tops the list as executives see IIoT as the foundation for smart manufacturing platforms. Data analytics follow closely behind as a high priority since IIoT works together with data to aid in decision-making. Cloud is the third most important priority, as it allows for firms to optimise the use of IIoT and data management. Manufacturers also prioritise predictive maintenance to prevent costly downtime and robotics and factory automation to drive efficiencies.
Data management systems	31%	27%	31%	27%	26%	37%	31%,27%,31%,27%,26%,37%	33%,35%,30%,25%,20%,45%	31%,30%,20%,20%,40%,39%	27%,0%,30%,30%,20%,40%	47%,60%,60%,70%,30%,20%	36%,20%,30%,40%,30%,50%	18%,20%,40%,10%,0%,20%	27%,20%,20%,40%,20%,30%	28%,20%,30%,10%,35%,35%	31%,27%,31%,27%,26%,37%	31%,19%,38%,32%,26%,34%	30%,27%,26%,35%,22%,31%	32%,33%,29%,14%,28%,54%	31%	33%	31%	27%	47%	36%	18%	27%	28%	31%,33%,31%,27%,47%,36%,18%,27%,28%	27%,35%,30%,0%,60%,20%,20%,20%,20%	31%,30%,20%,30%,60%,30%,40%,20%,30%	27%,25%,20%,30%,70%,40%,10%,40%,10%	26%,20%,40%,20%,30%,30%,0%,20%,35%	37%,45%,39%,40%,20%,50%,20%,30%,35%	31%,33%,31%,27%,47%,36%,18%,27%,28%	31%,32%,22%,50%,36%,42%,19%,36%,26%	30%,21%,30%,28%,67%,36%,17%,36%,29%	32%,42%,42%,0%,42%,25%,17%,0%,27%	31%	31%	30%	32%	31%,31%,30%,32%	33%,32%,21%,42%	31%,22%,30%,42%	27%,50%,28%,0%	47%,36%,67%,42%	36%,42%,36%,25%	18%,19%,17%,17%	27%,36%,36%,0%	28%,26%,29%,27%	31%,31%,30%,32%	27%,19%,27%,33%	31%,38%,26%,29%	27%,32%,35%,14%	26%,26%,22%,28%	37%,34%,31%,54%
Real-time monitoring systems	38%	25%	39%	38%	40%	42%	38%,25%,39%,38%,40%,42%	37%,20%,50%,30%,45%,38%	43%,30%,30%,25%,60%,56%	24%,20%,20%,30%,20%,30%	40%,20%,30%,80%,30%,30%	42%,20%,40%,50%,50%,40%	33%,40%,50%,30%,10%,40%	49%,20%,60%,50%,50%,50%	34%,25%,35%,35%,35%,38%	38%,25%,39%,38%,40%,42%	37%,26%,44%,19%,40%,45%	38%,32%,32%,49%,28%,38%	39%,19%,40%,42%,44%,44%	38%	37%	43%	24%	40%	42%	33%	49%	34%	38%,37%,43%,24%,40%,42%,33%,49%,34%	25%,20%,30%,20%,20%,20%,40%,20%,25%	39%,50%,30%,20%,30%,40%,50%,60%,35%	38%,30%,25%,30%,80%,50%,30%,50%,35%	40%,45%,60%,20%,30%,50%,10%,50%,35%	42%,38%,56%,30%,30%,40%,40%,50%,38%	38%,37%,43%,24%,40%,42%,33%,49%,34%	37%,35%,44%,43%,36%,37%,19%,41%,39%	38%,29%,35%,22%,67%,64%,56%,55%,24%	39%,42%,49%,8%,26%,25%,17%,58%,40%	38%	37%	38%	39%	38%,37%,38%,39%	37%,35%,29%,42%	43%,44%,35%,49%	24%,43%,22%,8%	40%,36%,67%,26%	42%,37%,64%,25%	33%,19%,56%,17%	49%,41%,55%,58%	34%,39%,24%,40%	38%,37%,38%,39%	25%,26%,32%,19%	39%,44%,32%,40%	38%,19%,49%,42%	40%,40%,28%,44%	42%,45%,38%,44%
AI (machine learning, deep learning, computer vision, etc.)	34%	35%	37%	31%	30%	36%	34%,35%,37%,31%,30%,36%	38%,45%,35%,20%,40%,43%	42%,50%,35%,40%,45%,41%	22%,40%,20%,30%,10%,20%	33%,20%,50%,30%,30%,30%	22%,20%,50%,20%,10%,10%	40%,40%,40%,60%,0%,60%	31%,0%,60%,20%,30%,30%	30%,25%,25%,30%,40%,30%	34%,35%,37%,31%,30%,36%	29%,41%,38%,16%,19%,32%	35%,27%,32%,33%,33%,40%	38%,36%,40%,42%,38%,34%	34%	38%	42%	22%	33%	22%	40%	31%	30%	34%,38%,42%,22%,33%,22%,40%,31%,30%	35%,45%,50%,40%,20%,20%,40%,0%,25%	37%,35%,35%,20%,50%,50%,40%,60%,25%	31%,20%,40%,30%,30%,20%,60%,20%,30%	30%,40%,45%,10%,30%,10%,0%,30%,40%	36%,43%,41%,20%,30%,10%,60%,30%,30%	34%,38%,42%,22%,33%,22%,40%,31%,30%	29%,38%,44%,14%,43%,5%,24%,23%,23%	35%,26%,41%,28%,25%,50%,44%,27%,34%	38%,44%,42%,23%,32%,17%,83%,50%,31%	34%	29%	35%	38%	34%,29%,35%,38%	38%,38%,26%,44%	42%,44%,41%,42%	22%,14%,28%,23%	33%,43%,25%,32%	22%,5%,50%,17%	40%,24%,44%,83%	31%,23%,27%,50%	30%,23%,34%,31%	34%,29%,35%,38%	35%,41%,27%,36%	37%,38%,32%,40%	31%,16%,33%,42%	30%,19%,33%,38%	36%,32%,40%,34%
IIoT (Industrial Internet of Things)	47%	55%	53%	51%	38%	44%	47%,55%,53%,51%,38%,44%	55%,50%,70%,55%,50%,53%	57%,70%,45%,60%,50%,59%	27%,20%,30%,40%,0%,40%	47%,80%,50%,30%,50%,40%	38%,60%,30%,80%,20%,10%	29%,40%,60%,30%,10%,10%	42%,40%,80%,30%,30%,30%	51%,55%,50%,60%,55%,43%	47%,55%,53%,51%,38%,44%	48%,67%,65%,68%,36%,31%	42%,45%,35%,37%,44%,47%	51%,53%,57%,53%,38%,59%	47%	55%	57%	27%	47%	38%	29%	42%	51%	47%,55%,57%,27%,47%,38%,29%,42%,51%	55%,50%,70%,20%,80%,60%,40%,40%,55%	53%,70%,45%,30%,50%,30%,60%,80%,50%	51%,55%,60%,40%,30%,80%,30%,30%,60%	38%,50%,50%,0%,50%,20%,10%,30%,55%	44%,53%,59%,40%,40%,10%,10%,30%,43%	47%,55%,57%,27%,47%,38%,29%,42%,51%	48%,50%,66%,36%,43%,37%,33%,45%,52%	42%,50%,57%,22%,42%,29%,33%,45%,39%	51%,62%,49%,23%,53%,50%,0%,33%,60%	47%	48%	42%	51%	47%,48%,42%,51%	55%,50%,50%,62%	57%,66%,57%,49%	27%,36%,22%,23%	47%,43%,42%,53%	38%,37%,29%,50%	29%,33%,33%,0%	42%,45%,45%,33%	51%,52%,39%,60%	47%,48%,42%,51%	55%,67%,45%,53%	53%,65%,35%,57%	51%,68%,37%,53%	38%,36%,44%,38%	44%,31%,47%,59%
Data analytics	44%	39%	45%	37%	45%	50%	44%,39%,45%,37%,45%,50%	52%,40%,60%,45%,50%,58%	49%,65%,15%,10%,60%,71%	38%,40%,40%,60%,20%,30%	49%,0%,60%,70%,40%,50%	40%,20%,40%,50%,60%,20%	36%,40%,60%,20%,30%,30%	47%,20%,70%,50%,40%,40%	36%,30%,40%,25%,40%,40%	44%,39%,45%,37%,45%,50%	44%,37%,50%,19%,50%,52%	44%,50%,38%,51%,44%,41%	44%,33%,48%,36%,40%,61%	44%	52%	49%	38%	49%	40%	36%	47%	36%	44%,52%,49%,38%,49%,40%,36%,47%,36%	39%,40%,65%,40%,0%,20%,40%,20%,30%	45%,60%,15%,40%,60%,40%,60%,70%,40%	37%,45%,10%,60%,70%,50%,20%,50%,25%	45%,50%,60%,20%,40%,60%,30%,40%,40%	50%,58%,71%,30%,50%,20%,30%,40%,40%	44%,52%,49%,38%,49%,40%,36%,47%,36%	44%,56%,46%,50%,50%,37%,38%,41%,32%	44%,44%,38%,33%,75%,64%,33%,64%,39%	44%,54%,60%,31%,32%,17%,33%,42%,35%	44%	44%	44%	44%	44%,44%,44%,44%	52%,56%,44%,54%	49%,46%,38%,60%	38%,50%,33%,31%	49%,50%,75%,32%	40%,37%,64%,17%	36%,38%,33%,33%	47%,41%,64%,42%	36%,32%,39%,35%	44%,44%,44%,44%	39%,37%,50%,33%	45%,50%,38%,48%	37%,19%,51%,36%	45%,50%,44%,40%	50%,52%,41%,61%
Public and private cloud	44%	53%	53%	45%	35%	39%	44%,53%,53%,45%,35%,39%	40%,40%,40%,35%,50%,38%	51%,60%,65%,35%,45%,51%	38%,60%,50%,70%,10%,10%	36%,20%,30%,50%,50%,20%	31%,40%,40%,40%,30%,10%	53%,80%,50%,70%,20%,60%	51%,60%,70%,60%,20%,50%	43%,60%,65%,30%,30%,38%	44%,53%,53%,45%,35%,39%	44%,70%,59%,48%,31%,31%	44%,50%,56%,40%,11%,47%	43%,42%,45%,47%,46%,37%	44%	40%	51%	38%	36%	31%	53%	51%	43%	44%,40%,51%,38%,36%,31%,53%,51%,43%	53%,40%,60%,60%,20%,40%,80%,60%,60%	53%,40%,65%,50%,30%,40%,50%,70%,65%	45%,35%,35%,70%,50%,40%,70%,60%,30%	35,50,45,10,50%,30%,20%,20%,30%	39%,38%,51%,10%,20%,10%,60%,50%,38%	44%,50%,51%,38%,36%,31%,53%,51%,43%	44%,50%,59%,36%,14%,21%,38%,45%,52%	44%,44%,46%,33%,50%,29%,61%,45%,41%	43%,31%,49%,46%,42%,50%,83%,67%,40%	44%	44%	44%	43%	44%,44%,44%,43%	40%,50%,44%,31%	51%,59%,46%,49%	38%,36%,33%,46%	36%,14%,50%,42%	31%,21%,29%,50%	53%,38%,61%,83%	51%,45%,45%,67%	43%,52%,41%,40%	44%,44%,44%,43%	53%,70%,50%,42%	53%,59%,56%,45%	45%,48%,40%,47%	35%,31%,11%,46%	39%,31%,47%,37%
Digital manufacturing platforms	44%	46%	39%	42%	45%	47%	44%,46%,39%,42%,45%,47%	43%,55%,30%,35%,50%,43%	47%,45%,50%,50%,50%,44%	49%,80%,20%,40%,50%,70%	44%,20%,50%,30%,40%,70%	24%,20%,40%,20%,10%,30%	58%,60%,30%,80%,70%,50%	42%,60%,30%,30%,50%,50%	43%,35%,50%,45%,35%,45%	44%,46%,39%,42%,45%,47%	43%,56%,35%,39%,48%,40%	50%,32%,44%,44%,56%,60%	40%,47%,38%,42%,38%,34%	44%	43%	47%	49%	44%	24%	58%	42%	43%	44%,43%,47%,49%,44%,24%,58%,42%,43%	46%,55%,45%,80%,20%,20%,60%,60%,35%	39%,30%,50%,20%,50%,40%,30%,30%,50%	42%,35%,50%,40%,30%,20%,80%,30%,45%	45%,50%,50%,50%,40%,10%,70%,50%,35%	47%,43%,44%,70%,70%,30%,50%,50%,45%	44%,43%,47%,49%,44%,24%,58%,42%,43%	43%,50%,41%,21%,50%,16%,57%,50%,45%	50%,47%,54%,56%,42%,43%,56%,45%,49%	40%,35%,47%,69%,42%,17%,67%,25%,35%	44%	43%	50%	40%	44%,43%,50%,40%	43%,50%,47%,35%	47%,41%,54%,47%	49%,21%,56%,69%	44%,50%,42%,42%	24%,16%,43%,17%	58%,57%,56%,67%	42%,50%,45%,25%	43%,45%,49%,35%	44%,43%,50%,40%	46%,56%,32%,47%	39%,35%,44%,38%	42%,39%,44%,42%	45%,48%,56%,38%	47%,40%,60%,34%
Robotics and factory automation	41%	44%	43%	40%	43%	37%	41%,44%,43%,40%,43%,37%	40%,35%,40%,40%,50%,38%	37%,40%,35%,30%,55%,32%	47%,80%,40%,30%,50%,50%	33%,20%,40%,10%,20%,70%	31%,20%,50%,60%,10%,10%	49%,60%,50%,50%,60%,30%	33%,40%,30%,40%,40%,20%	49%,55%,55%,55%,40%,45%	41%,44%,43%,40%,43%,37%	41%,37%,41%,45%,48%,37%	39%,55%,41%,28%,44%,40%	41%,42%,45%,50%,38%,34%	41%	40%	37%	47%	33%	31%	49%	33%	49%	41%,40%,37%,47%,33%,31%,49%,33%,49%	44%,35%,40%,80%,20%,20%,60%,40%,55%	43%,40%,35%,40%,40%,50%,50%,30%,55%	40%,40%,30%,30%,10%,60%,50%,40%,55%	43%,50%,55%,50%,20%,10%,60%,40%,40%	37%,38%,32%,50%,70%,10%,30%,20%,45%	41%,40%,37%,47%,33%,31%,49%,33%,49%	41%,41%,39%,43%,64%,32%,52%,27%,42%	39%,32%,38%,44%,25%,21%,44%,55%,49%	41%,44%,35%,54%,16%,42%,50%,25%,54%	41%	41%	39%	41%	41%,41%,39%,41%	40%,41%,32%,44%	37%,39%,38%,35%	47%,43%,44%,54%	33%,64%,25%,16%	31%,32%,21%,42%	49%,52%,44%,50%	33%,27%,55%,25%	49%,42%,49%,54%	41%,41%,39%,41%	44%,37%,55%,42%	43%,41%,41%,45%	40%,45%,28%,50%	43%,48%,44%,38%	37%,37%,40%,34%
Digital twins	15%	20%	15%	11%	10%	19%	15%,20%,15%,11%,10%,19%	24%,25%,20%,10%,30%,30%	17%,15%,15%,10%,10%,27%	7%,20%,0%,10%,0%,10%	13%,60%,0%,10%,20%,0%	7%,20%,0%,0%,10%,10%	16%,40%,40%,0%,0%,10%	11%,0%,10%,20%,0%,20%	13%,10%,25%,20%,0%,10%	15%,20%,15%,11%,10%,19%	13%,26%,18%,3%,5%,15%	16%,5%,15%,16%,11%,21%	17%,25%,14%,11%,14%,22%	15%	24%	17%	7%	13%	7%	16%	11%	13%	15%,24%,17%,7%,13%,7%,16%,11%,13%	20%,25%,15%,20%,60%,20%,40%,0%,10%	15%,20%,15%,0%,0%,0%,40%,10%,25%	11%,10%,10%,10%,10%,0%,0%,20%,20%	10%,30%,10%,0%,20%,10%,0%,0%,0%	19%,30%,27%,10%,0%,10%,10%,20%,10%	15%,24%,17%,7%,13%,7%,16%,11%,13%	13%,15%,20%,0%,7%,5%,14%,9%,16%	16%,21%,22%,11%,8%,14%,17%,27%,7%	17%,33%,12%,8%,21%,0%,17%,0%,15%	15%	13%	16%	17%	15%,13%,16%,17%	24%,15%,21%,33%	17%,20%,22%,12%	7%,0%,11%,8%	13%,7%,8%,21%	7%,5%,14%,0%	16%,14%,17%,17%	11%,9%,27%,0%	13%,16%,7%,15%	15%,13%,16%,17%	20%,26%,5%,25%	15%,18%,15%,14%	11%,3%,16%,11%	10%,5%,11%,14%	19%,15%,21%,22%
Predictive maintenance	44%	28%	40%	49%	40%	52%	44%,28%,40%,49%,40%,52%	37%,25%,35%,50%,30%,40%	46%,25%,45%,50%,45%,56%	60%,60%,40%,70%,50%,80%	51%,40%,60%,50%,30%,70%	42%,20%,60%,50%,10%,60%	31%,40%,30%,40%,30%,20%	56%,40%,50%,40%,80%,60%	39%,20%,20%,45%,45%,53%	44%,28%,40%,49%,40%,52%	45%,26%,24%,55%,40%,63%	46%,27%,41%,51%,56%,49%	40%,31%,52%,42%,34%,41%	44%	37%	46%	60%	51%	42%	31%	56%	39%	44%,37%,46%,60%,51%,42%,31%,56%,39%	28%,25%,25%,60%,40%,20%,40%,40%,20%	40%,35%,45%,40%,60%,60%,30%,50%,20%	49%,50%,50%,70%,50%,50%,40%,40%,45%	40%,30%,45%,50%,30%,10%,30%,80%,45%	52%,40%,56%,80%,70%,60%,20%,60%,53%	44%,37%,46%,60%,51%,42%,31%,56%,39%	45%,41%,37%,64%,71%,53%,19%,59%,42%	46%,47%,62%,56%,42%,21%,39%,36%,41%	40%,27%,42%,62%,42%,50%,50%,67%,35%	44%	45%	46%	40%	44%,45%,46%,40%	37%,41%,47%,27%	46%,37%,62%,42%	60%,64%,56%,62%	51%,71%,42%,42%	42%,53%,21%,50%	31%,19%,39%,50%	56%,59%,36%,67%	39%,42%,41%,35%	44%,45%,46%,40%	28%,26%,27%,31%	40%,24%,41%,52%	49%,55%,51%,42%	40%,40%,56%,34%	52%,63%,49%,41%
Threat-map dashboard	24%	21%	27%	24%	21%	25%	24%,21%,27%,24%,21%,25%	29%,25%,40%,25%,20%,33%	22%,15%,20%,10%,15%,37%	16%,0%,10%,30%,10%,20%	27%,20%,40%,30%,30%,10%	29%,20%,30%,40%,30%,20%	20%,0%,20%,20%,20%,30%	24%,40%,30%,30%,20%,10%	21%,30%,25%,20%,25%,13%	24%,21%,27%,24%,21%,25%	21%,11%,26%,26%,19%,23%	23%,32%,21%,19%,11%,26%	27%,22%,33%,28%,26%,24%	24%	29%	22%	16%	27%	29%	20%	24%	21%	24%,29%,22%,16%,27%,29%,20%,24%,21%	21%,25%,15%,0%,20%,20%,0%,40%,30%	27%,40%,20%,10%,40%,30%,20%,30%,25%	24%,25%,10%,30%,30%,40%,20%,30%,20%	21%,20%,15%,10%,30%,30%,20%,20%,25%	25%,33%,37%,20%,10%,20%,30%,10%,13%	24%,29%,22%,16%,27%,29%,20%,24%,21%	21%,38%,22%,29%,21%,21%,14%,9%,13%	23%,26%,22%,11%,17%,29%,17%,36%,24%	27%,25%,23%,8%,37%,42%,50%,42%,23%	24%	21%	23%	27%	24%,21%,23%,27%	29%,38%,26%,25%	22%,22%,22%,23%	16%,29%,11%,8%	27%,21%,17%,37%	29%,21%,29%,42%	20%,14%,17%,50%	24%,9%,36%,42%	21%,13%,24%,23%	24%,21%,23%,27%	21%,11%,32%,22%	27%,26%,21%,33%	24%,26%,19%,28%	21%,19%,11%,26%	25%,23%,26%,24%
Track and trace solutions	36%	27%	39%	36%	45%	33%	36%,27%,39%,36%,45%,33%	36%,15%,35%,20%,60%,43%	31%,30%,35%,25%,35%,32%	31%,0%,60%,20%,40%,20%	47%,40%,50%,60%,50%,30%	33%,0%,30%,50%,60%,10%	38%,40%,50%,30%,30%,40%	44%,60%,20%,60%,40%,50%	36%,35%,40%,45%,40%,28%	36%,27%,39%,36%,45%,33%	37%,22%,38%,42%,40%,37%	32%,45%,41%,28%,33%,26%	39%,19%,38%,42%,52%,37%	36%	36%	31%	31%	47%	33%	38%	44%	36%	36%,36%,31%,31%,47%,33%,38%,44%,36%	27%,15%,30%,0%,40%,0%,40%,60%,35%	39%,35%,35%,60%,50%,30%,50%,20%,40%	36%,20%,25%,20%,60%,50%,30%,60%,45%	45%,60%,35%,40%,50%,60%,30%,40%,40%	33%,43%,32%,20%,30%,10%,40%,50%,28%	36%,36%,31%,31%,47%,33%,38%,44%,36%	37%,53%,29%,36%,29%,26%,33%,50%,32%	32%,24%,32%,28%,50%,36%,39%,45%,29%	39%,33%,33%,31%,58%,42%,50%,33%,44%	36%	37%	32%	39%	36%,37%,32%,39%	36%,53%,24%,33%	31%,29%,32%,33%	31%,36%,28%,31%	47%,29%,50%,58%	33%,26%,36%,42%	38%,33%,39%,50%	44%,50%,45%,33%	36%,32%,29%,44%	36%,37%,32%,39%	27%,22%,45%,19%	39%,38%,41%,38%	36%,42%,28%,42%	45%,40%,33%,52%	33%,37%,26%,37%
None of the above	1%	0%	0%	3%	2%	2%	1%,0%,0%,3%,2%,2%	2%,0%,0%,10%,0%,0%	1%,0%,0%,5%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	4%,0%,0%,0%,10%,10%	4%,0%,0%,0%,10%,10%	0%,0%,0%,0%,0%,0%	1%,0%,0%,0%,0%,3%	1%,0%,0%,3%,2%,2%	2%,0%,0%,3%,5%,2%	2%,0%,0%,5%,0%,3%	0%,0%,0%,0%,0%,0%	1%	2%	1%	0%	0%	4%	4%	0%	1%	1%,2%,1%,0%,0%,4%,4%,0%,1%	0%,0%,0%,0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%,0%,0%,0%	3%,10%,5%,0%,0%,0%,0%,0%,0%	2%,0%,0%,0%,0%,10%,0%,0%,0%	2%,0%,0%,0%,0%,10%,10%,0%,3%	1%,2%,1%,0%,0%,4%,4%,0%,1%	2%,0%,2%,0%,0%,11%,5%,0%,0%	2%,6%,0%,0%,0%,0%,6%,0%,2%	0%,0%,0%,0%,0%,0%,0%,0%,0%	1%	2%	2%	0%	1%,2%,2%,0%	2%,0%,6%,0%	1%,2%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	4%,11%,0%,0%	4%,5%,6%,0%	0%,0%,0%,0%	1%,0%,2%,0%	1%,2%,2%,0%	0%,0%,0%,0%	0%,0%,0%,0%	3%,3%,5%,0%	2%,5%,0%,0%	2%,2%,3%,0%
To what degree are you measuring the following ESG (environment, social, and governance) elements in your operations?\|Integrating ESG in operations\|Firms are taking steps to measure ESG elements in their operations, with steps to drive sustainability leading the way. With sustainability being central to regulators, shareholders, and consumers it is not surprising that manufacturers are paying greater attention to ESG metrics, especially those that affect the bottom line. Currently, energy efficiency is the most measured element, followed by health and safety of products and greenhouse gas emissions. Diversity and inclusion are also rising up the agenda.
Diversity and inlcusion	67%	66%	64%	74%	71%	63%	67%,66%,64%,74%,71%,63%	69%,80%,40%,85%,75%,68%	69%,55%,70%,65%,70%,76%	71%,80%,80%,100%,50%,50%	69%,40%,90%,60%,80%,60%	69%,100%,70%,70%,60%,60%	71%,60%,60%,80%,90%,60%	67%,40%,80%,60%,70%,70%	59%,65%,50%,70%,70%,50%	67%,66%,64%,74%,71%,63%	63%,52%,65%,68%,69%,60%	64%,64%,68%,72%,50%,60%	74%,78%,60%,81%,80%,73%	67%	69%	69%	71%	69%	69%	71%	67%	59%	67%,69%,69%,71%,69%,69%,71%,67%,59%	66%,80%,55%,80%,40%,100%,60%,40%,65%	64%,40%,70%,80%,90%,70%,60%,80%,50%	74%,85%,65%,100%,60%,70%,80%,60%,70%	71%,75%,70%,50%,80%,60%,90%,70%,70%	63%,68%,76%,50%,60%,60%,60%,70%,50%	67%,69%,69%,71%,69%,69%,71%,67%,59%	63%,68%,61%,71%,64%,58%,71%,68%,48%	64%,68%,65%,72%,75%,79%,72%,55%,46%	74%,71%,79%,69%,68%,75%,67%,75%,77%	67%	63%	64%	74%	67%,63%,64%,74%	69%,68%,68%,71%	69%,61%,65%,79%	71%,71%,72%,69%	69%,64%,75%,68%	69%,58%,79%,75%	71%,71%,72%,67%	67%,68%,55%,75%	59%,48%,46%,77%	67%,63%,64%,74%	66%,52%,64%,78%	64%,65%,68%,60%	74%,68%,72%,81%	71%,69%,50%,80%	63%,60%,60%,73%
End of cycle impact (recyclability of materials, level of hazardous materials)	68%	65%	65%	73%	74%	65%	68%,65%,65%,73%,74%,65%	66%,70%,70%,65%,80%,55%	65%,60%,50%,70%,65%,73%	64%,100%,60%,50%,80%,50%	71%,40%,90%,80%,60%,70%	80%,100%,80%,90%,70%,70%	64%,60%,40%,90%,70%,60%	76%,60%,80%,60%,100%,70%	68%,55%,65%,80%,70%,68%	68%,65%,65%,73%,74%,65%	72%,59%,68%,81%,83%,69%	62%,73%,59%,65%,61%,57%	70%,64%,69%,75%,70%,71%	68%	66%	65%	64%	71%	80%	64%	76%	68%	68%,66%,65%,64%,71%,80%,64%,76%,68%	65%,70%,60%,100%,40%,100%,60%,60%,55%	65%,70%,50%,60%,90%,80%,40%,80%,65%	73%,65%,70%,50%,80%,90%,90%,60%,80%	74%,80%,65%,80%,60%,70%,70%,100%,70%	65%,55%,73%,50%,70%,70%,60%,70%,68%	68%,66%,65%,64%,71%,80%,64%,76%,68%	72%,79%,61%,71%,86%,89%,67%,73%,68%	62%,62%,54%,50%,75%,71%,67%,55%,66%	70%,60%,79%,77%,58%,75%,50%,100%,69%	68%	72%	62%	70%	68%,72%,62%,70%	66%,79%,62%,60%	65%,61%,54%,79%	64%,71%,50%,77%	71%,86%,75%,58%	80%,89%,71%,75%	64%,67%,67%,50%	76%,73%,55%,100%	68%,68%,66%,69%	68%,72%,62%,70%	65%,59%,73%,64%	65%,68%,59%,69%	73%,81%,65%,75%	74%,83%,61%,70%	65%,69%,57%,71%
Energy efficiency	80%	81%	77%	84%	83%	78%	80%,81%,77%,84%,83%,78%	73%,85%,65%,80%,70%,68%	82%,70%,75%,100%,85%,80%	91%,100%,90%,90%,90%,90%	64%,40%,80%,40%,60%,90%	82%,80%,90%,70%,90%,80%	76%,100%,50%,90%,100%,50%	84%,80%,90%,70%,100%,80%	88%,90%,85%,100%,80%,85%	80%,81%,77%,84%,83%,78%	79%,81%,68%,90%,83%,76%	78%,86%,85%,70%,83%,76%	83%,78%,79%,94%,82%,83%	80%	73%	82%	91%	64%	82%	76%	84%	88%	80%,73%,82%,91%,64%,82%,76%,84%,88%	81%,85%,70%,100%,40%,80%,100%,80%,90%	77%,65%,75%,90%,80%,90%,50%,90%,85%	84%,80%,100%,90%,40%,70%,90%,70%,100%	83%,70%,85%,90%,60%,90%,100%,100%,80%	78%,68%,80%,90%,90%,80%,50%,80%,85%	80%,73%,82%,91%,64%,82%,76%,84%,88%	79%,82%,73%,71%,79%,89%,86%,82%,74%	78%,79%,81%,100%,50%,64%,61%,73%,88%	83%,62%,91%,100%,63%,92%,83%,100%,96%	80%	79%	78%	83%	80%,79%,78%,83%	73%,82%,79%,62%	82%,73%,81%,91%	91%,71%,100%,100%	64%,79%,50%,63%	82%,89%,64%,92%	76%,86%,61%,83%	84%,82%,73%,100%	88%,74%,88%,96%	80%,79%,78%,83%	81%,81%,86%,78%	77%,68%,85%,79%	84%,90%,70%,94%	83%,83%,83%,82%	78%,76%,76%,83%
Environmental compatibility (reduced impact of products, services, and projects on natural environment)	66%	60%	70%	57%	69%	68%	66%,60%,70%,57%,69%,68%	64%,60%,75%,65%,55%,65%	66%,50%,70%,60%,90%,63%	64%,80%,80%,40%,60%,70%	56%,20%,70%,60%,40%,70%	62%,80%,50%,50%,70%,70%	51%,100%,50%,30%,60%,40%	73%,40%,80%,70%,80%,80%	74%,65%,75%,65%,80%,80%	66%,60%,70%,57%,69%,68%	67%,67%,71%,68%,55%,74%	68%,64%,71%,60%,89%,68%	61%,53%,69%,44%,74%,61%	66%	64%	66%	64%	56%	62%	51%	73%	74%	66%,64%,66%,64%,56%,62%,51%,73%,74%	60%,60%,50%,80%,20%,80%,100%,40%,65%	70%,75%,70%,80%,70%,50%,50%,80%,75%	57%,65%,60%,40%,60%,50%,30%,70%,65%	69%,55%,90%,60%,40%,70%,60%,80%,80%	68%,65%,63%,70%,70%,70%,40%,80%,80%	66%,64%,66%,64%,56%,62%,51%,73%,74%	67%,71%,66%,71%,57%,63%,43%,82%,77%	68%,68%,68%,61%,67%,50%,61%,55%,85%	61%,58%,65%,62%,47%,75%,50%,75%,63%	66%	67%	68%	61%	66%,67%,68%,61%	64%,71%,68%,58%	66%,66%,68%,65%	64%,71%,61%,62%	56%,57%,67%,47%	62%,63%,50%,75%	51%,43%,61%,50%	73%,82%,55%,75%	74%,77%,85%,63%	66%,67%,68%,61%	60%,67%,64%,53%	70%,71%,71%,69%	57%,68%,60%,44%	69%,55%,89%,74%	68%,74%,68%,61%
Factory floor safety	62%	61%	63%	59%	68%	61%	62%,61%,63%,59%,68%,61%	68%,75%,55%,70%,80%,63%	63%,65%,60%,65%,85%,51%	73%,40%,100%,70%,70%,70%	60%,20%,80%,50%,60%,70%	53%,40%,60%,30%,70%,60%	67%,60%,50%,90%,50%,80%	60%,60%,70%,50%,50%,70%	56%,65%,50%,45%,60%,58%	62%,61%,63%,59%,68%,61%	62%,59%,65%,55%,64%,65%	63%,64%,62%,60%,67%,65%	61%,61%,62%,61%,72%,49%	62%	68%	63%	73%	60%	53%	67%	60%	56%	62%,68%,63%,73%,60%,53%,67%,60%,56%	61%,75%,65%,40%,20%,40%,60%,60%,65%	63%,55%,60%,100%,80%,60%,50%,70%,50%	59%,70%,65%,70%,50%,30%,90%,50%,45%	68%,80%,85%,70%,60%,70%,50%,50%,60%	61%,63%,51%,70%,70%,60%,80%,70%,58%	62%,68%,63%,73%,60%,53%,67%,60%,56%	62%,71%,73%,57%,64%,53%,57%,59%,52%	63%,74%,57%,83%,58%,64%,72%,55%,51%	61%,62%,58%,77%,58%,42%,83%,67%,63%	62%	62%	63%	61%	62%,62%,63%,61%	68%,71%,74%,62%	63%,73%,57%,58%	73%,57%,83%,77%	60%,64%,58%,58%	53%,53%,64%,42%	67%,57%,72%,83%	60%,59%,55%,67%	56%,52%,51%,63%	62%,62%,63%,61%	61%,59%,64%,61%	63%,65%,62%,62%	59%,55%,60%,61%	68%,64%,67%,72%	61%,65%,65%,49%
Greenhouse gas emissions	70%	66%	67%	74%	71%	70%	70%,66%,67%,74%,71%,70%	66%,55%,45%,80%,65%,75%	70%,50%,90%,85%,65%,66%	76%,80%,70%,70%,80%,80%	60%,100%,50%,40%,80%,50%	76%,100%,80%,60%,70%,80%	60%,60%,50%,80%,70%,40%	71%,60%,40%,70%,80%,100%	76%,75%,90%,80%,70%,70%	70%,66%,67%,74%,71%,70%	72%,78%,71%,81%,67%,69%	69%,41%,76%,74%,78%,69%	68%,72%,57%,67%,72%,73%	70%	66%	70%	76%	60%	76%	60%	71%	76%	70%,66%,70%,76%,60%,76%,60%,71%,76%	66%,55%,50%,80%,100%,100%,60%,60%,75%	67%,45%,90%,70%,50%,80%,50%,40%,90%	74%,80%,85%,70%,40%,60%,80%,70%,80%	71%,65%,65%,80%,80%,70%,70%,80%,70%	70%,75%,66%,80%,50%,80%,40%,100%,70%	70%,66%,70%,76%,60%,76%,60%,71%,76%	72%,71%,71%,50%,71%,79%,67%,77%,81%	69%,76%,76%,89%,42%,71%,50%,73%,63%	68%,56%,65%,85%,63%,75%,67%,58%,83%	70%	72%	69%	68%	70%,72%,69%,68%	66%,71%,76%,56%	70%,71%,76%,65%	76%,50%,89%,85%	60%,71%,42%,63%	76%,79%,71%,75%	60%,67%,50%,67%	71%,77%,73%,58%	76%,81%,63%,83%	70%,72%,69%,68%	66%,78%,41%,72%	67%,71%,76%,57%	74%,81%,74%,67%	71%,67%,78%,72%	70%,69%,69%,73%
Health and safety aspects of products	74%	73%	75%	71%	74%	75%	74%,73%,75%,71%,74%,75%	65%,75%,70%,50%,80%,58%	79%,75%,70%,80%,85%,83%	78%,80%,70%,80%,60%,100%	73%,80%,90%,70%,60%,70%	76%,60%,80%,50%,90%,90%	71%,60%,70%,70%,70%,80%	78%,60%,80%,90%,70%,80%	73%,75%,75%,80%,65%,73%	74%,73%,75%,71%,74%,75%	68%,67%,62%,68%,64%,76%	76%,73%,76%,70%,83%,79%	76%,78%,83%,75%,78%,66%	74%	65%	79%	78%	73%	76%	71%	78%	73%	74%,65%,79%,78%,73%,76%,71%,78%,73%	73%,75%,75%,80%,80%,60%,60%,60%,75%	75%,70%,70%,70%,90%,80%,70%,80%,75%	71%,50%,80%,80%,70%,50%,70%,90%,80%	74%,80%,85%,60%,60%,90%,70%,70%,65%	75%,58%,83%,100%,70%,90%,80%,80%,73%	74%,65%,79%,78%,73%,76%,71%,78%,73%	68%,68%,80%,64%,57%,74%,57%,73%,61%	76%,59%,73%,78%,83%,79%,83%,91%,83%	76%,67%,84%,92%,79%,75%,83%,75%,73%	74%	68%	76%	76%	74%,68%,76%,76%	65%,68%,59%,67%	79%,80%,73%,84%	78%,64%,78%,92%	73%,57%,83%,79%	76%,74%,79%,75%	71%,57%,83%,83%	78%,73%,91%,75%	73%,61%,83%,73%	74%,68%,76%,76%	73%,67%,73%,78%	75%,62%,76%,83%	71%,68%,70%,75%	74%,64%,83%,78%	75%,76%,79%,66%
Supplier agreements	65%	67%	66%	66%	68%	59%	65%,67%,66%,66%,68%,59%	64%,65%,75%,65%,60%,60%	56%,60%,50%,50%,80%,49%	67%,60%,80%,80%,60%,50%	62%,80%,60%,30%,60%,90%	69%,80%,90%,80%,70%,30%	69%,80%,70%,80%,70%,50%	76%,80%,70%,60%,90%,80%	67%,65%,55%,85%,60%,68%	65%,67%,66%,66%,68%,59%	65%,67%,68%,61%,71%,60%	62%,68%,71%,63%,61%,54%	67%,67%,62%,75%,68%,66%	65%	64%	56%	67%	62%	69%	69%	76%	67%	65%,64%,56%,67%,62%,69%,69%,76%,67%	67%,65%,60%,60%,80%,80%,80%,80%,65%	66%,75%,50%,80%,60%,90%,70%,70%,55%	66%,65%,50%,80%,30%,80%,80%,60%,85%	68%,60%,80%,60%,60%,70%,70%,90%,60%	59%,60%,49%,50%,90%,30%,50%,80%,68%	65%,64%,56%,67%,62%,69%,69%,76%,67%	65%,68%,56%,57%,86%,63%,71%,68%,61%	62%,65%,51%,72%,33%,64%,67%,91%,61%	67%,62%,60%,69%,63%,83%,67%,75%,75%	65%	65%	62%	67%	65%,65%,62%,67%	64%,68%,65%,62%	56%,56%,51%,60%	67%,57%,72%,69%	62%,86%,33%,63%	69%,63%,64%,83%	69%,71%,67%,67%	76%,68%,91%,75%	67%,61%,61%,75%	65%,65%,62%,67%	67%,67%,68%,67%	66%,68%,71%,62%	66%,61%,63%,75%	68%,71%,61%,68%	59%,60%,54%,66%
Waste	67%	73%	67%	71%	66%	63%	67%,73%,67%,71%,66%,63%	64%,80%,70%,70%,60%,53%	68%,70%,85%,75%,55%,61%	76%,100%,70%,70%,80%,70%	69%,100%,30%,80%,70%,80%	76%,80%,90%,70%,80%,60%	64%,40%,60%,80%,60%,70%	67%,80%,50%,60%,80%,70%	64%,60%,65%,65%,65%,65%	67%,73%,67%,71%,66%,63%	61%,74%,53%,71%,57%,58%	71%,55%,82%,79%,56%,71%	69%,83%,67%,61%,78%,56%	67%	64%	68%	76%	69%	76%	64%	67%	64%	67%,64%,68%,76%,69%,76%,64%,67%,64%	73%,80%,70%,100%,100%,80%,40%,80%,60%	67%,70%,85%,70%,30%,90%,60%,50%,65%	71%,70%,75%,70%,80%,70%,80%,60%,65%	66%,60%,55%,80%,70%,80%,60%,80%,65%	63%,53%,61%,70%,80%,60%,70%,70%,65%	67%,64%,68%,76%,69%,76%,64%,67%,64%	61%,53%,68%,64%,64%,79%,52%,64%,52%	71%,71%,70%,78%,83%,71%,72%,73%,66%	69%,67%,65%,85%,63%,75%,83%,67%,71%	67%	61%	71%	69%	67%,61%,71%,69%	64%,53%,71%,67%	68%,68%,70%,65%	76%,64%,78%,85%	69%,64%,83%,63%	76%,79%,71%,75%	64%,52%,72%,83%	67%,64%,73%,67%	64%,52%,66%,71%	67%,61%,71%,69%	73%,74%,55%,83%	67%,53%,82%,67%	71%,71%,79%,61%	66%,57%,56%,78%	63%,58%,71%,56%
Which areas of distribution and logistics is your firm prioritising over the next 1-2 years?\|Distribution and logistics today\|Distribution efficiency and data collection remain as top priorities for firms. Manufacturers are driving efficiencies while also building business and agility to find new distribution channels. Data collection and analytics is the answer to help discover delivery efficiencies and respond to and predict changing customer demands. Manufacturers are also focussing on factory automation to meet the challenges of e-commerce.
Data collection and analytics	48%	54%	45%	53%	46%	46%	48%,54%,45%,53%,46%,46%	57%,65%,60%,55%,50%,55%	54%,55%,35%,65%,75%,46%	33%,40%,60%,40%,0%,30%	36%,20%,30%,50%,50%,20%	44%,60%,40%,50%,60%,20%	51%,100%,60%,40%,30%,50%	49%,20%,60%,60%,50%,40%	44%,50%,25%,50%,35%,53%	48%,54%,45%,53%,46%,46%	45%,56%,41%,48%,40%,44%	48%,55%,38%,60%,50%,41%	52%,53%,52%,47%,50%,56%	48%	57%	54%	33%	36%	44%	51%	49%	44%	48%,57%,54%,33%,36%,44%,51%,49%,44%	54%,65%,55%,40%,20%,60%,100%,20%,50%	45%,60%,35%,60%,30%,40%,60%,60%,25%	53%,55%,65%,40%,50%,50%,40%,60%,50%	46%,50%,75%,0%,50%,60%,30%,50%,35%	46%,55%,46%,30%,20%,20%,50%,40%,53%	48%,57%,54%,33%,36%,44%,51%,49%,44%	45%,56%,54%,36%,14%,32%,48%,55%,39%	48%,59%,41%,33%,42%,64%,56%,45%,44%	52%,56%,65%,31%,47%,42%,50%,42%,48%	48%	45%	48%	52%	48%,45%,48%,52%	57%,56%,59%,56%	54%,54%,41%,65%	33%,36%,33%,31%	36%,14%,42%,47%	44%,32%,64%,42%	51%,48%,56%,50%	49%,55%,45%,42%	44%,39%,44%,48%	48%,45%,48%,52%	54%,56%,55%,53%	45%,41%,38%,52%	53%,48%,60%,47%	46%,40%,50%,50%	46%,44%,41%,56%
Distribution centers	41%	46%	46%	43%	35%	37%	41%,46%,46%,43%,35%,37%	48%,45%,65%,45%,35%,48%	31%,40%,35%,35%,30%,24%	36%,20%,50%,40%,30%,30%	44%,100%,20%,50%,50%,30%	36%,40%,40%,50%,30%,20%	40%,40%,50%,40%,30%,40%	42%,60%,60%,50%,30%,20%	46%,45%,45%,40%,45%,50%	41%,46%,46%,43%,35%,37%	41%,41%,68%,39%,33%,32%	41%,55%,35%,51%,17%,38%	41%,44%,38%,36%,44%,41%	41%	48%	31%	36%	44%	36%	40%	42%	46%	41%,48%,31%,36%,44%,36%,40%,42%,46%	46%,45%,40%,20%,100%,40%,40%,60%,45%	46%,65%,35%,50%,20%,40%,50%,60%,45%	43%,45%,35%,40%,50%,50%,40%,50%,40%	35%,35%,30%,30%,50%,30%,30%,30%,45%	37%,48%,24%,30%,30%,20%,40%,20%,50%	41%,48%,31%,36%,44%,36%,40%,42%,46%	41%,24%,39%,57%,57%,37%,38%,36%,55%	41%,56%,27%,22%,50%,43%,39%,55%,41%	41%,58%,28%,31%,32%,25%,50%,42%,44%	41%	41%	41%	41%	41%,41%,41%,41%	48%,24%,56%,58%	31%,39%,27%,28%	36%,57%,22%,31%	44%,57%,50%,32%	36%,37%,43%,25%	40%,38%,39%,50%	42%,36%,55%,42%	46%,55%,41%,44%	41%,41%,41%,41%	46%,41%,55%,44%	46%,68%,35%,38%	43%,39%,51%,36%	35%,33%,17%,44%	37%,32%,38%,41%
Distribution channels	45%	47%	48%	44%	45%	43%	45%,47%,48%,44%,45%,43%	45%,45%,30%,35%,60%,50%	51%,45%,80%,45%,40%,49%	47%,40%,20%,60%,50%,60%	49%,80%,60%,50%,40%,30%	44%,60%,60%,60%,10%,40%	27%,20%,40%,30%,30%,10%	42%,40%,50%,30%,50%,40%	45%,50%,40%,45%,60%,38%	45%,47%,48%,44%,45%,43%	45%,59%,38%,55%,45%,37%	37%,18%,53%,33%,28%,41%	52%,56%,52%,47%,52%,54%	45%	45%	51%	47%	49%	44%	27%	42%	45%	45%,45%,51%,47%,49%,44%,27%,42%,45%	47%,45%,45%,40%,80%,60%,20%,40%,50%	48%,30%,80%,20%,60%,60%,40%,50%,40%	44%,35%,45%,60%,50%,60%,30%,30%,45%	45%,60%,40%,50%,40%,10%,30%,50%,60%	43%,50%,49%,60%,30%,40%,10%,40%,38%	45%,45%,51%,47%,49%,44%,27%,42%,45%	45%,50%,54%,57%,50%,42%,33%,32%,39%	37%,32%,46%,39%,50%,43%,17%,36%,37%	52%,50%,53%,46%,47%,50%,33%,67%,56%	45%	45%	37%	52%	45%,45%,37%,52%	45%,50%,32%,50%	51%,54%,46%,53%	47%,57%,39%,46%	49%,50%,50%,47%	44%,42%,43%,50%	27%,33%,17%,33%	42%,32%,36%,67%	45%,39%,37%,56%	45%,45%,37%,52%	47%,59%,18%,56%	48%,38%,53%,52%	44%,55%,33%,47%	45%,45%,28%,52%	43%,37%,41%,54%
Distribution efficiency	52%	47%	50%	58%	47%	56%	52%,47%,50%,58%,47%,56%	53%,50%,50%,65%,50%,50%	52%,50%,55%,45%,40%,61%	56%,60%,40%,60%,50%,70%	62%,40%,60%,90%,50%,60%	42%,20%,30%,40%,70%,40%	49%,20%,50%,70%,30%,60%	53%,40%,20%,60%,70%,70%	52%,55%,70%,50%,35%,50%	52%,47%,50%,58%,47%,56%	49%,37%,53%,48%,45%,55%	56%,45%,47%,65%,61%,56%	52%,56%,50%,58%,44%,56%	52%	53%	52%	56%	62%	42%	49%	53%	52%	52%,53%,52%,56%,62%,42%,49%,53%,52%	47%,50%,50%,60%,40%,20%,20%,40%,55%	50%,50%,55%,40%,60%,30%,50%,20%,70%	58%,65%,45%,60%,90%,40%,70%,60%,50%	47%,50%,40%,50%,50%,70%,30%,70%,35%	56%,50%,61%,70%,60%,40%,60%,70%,50%	52%,53%,52%,56%,62%,42%,49%,53%,52%	49%,59%,51%,43%,43%,26%,43%,55%,55%	56%,50%,57%,56%,83%,57%,50%,64%,51%	52%,50%,49%,69%,63%,50%,67%,42%,50%	52%	49%	56%	52%	52%,49%,56%,52%	53%,59%,50%,50%	52%,51%,57%,49%	56%,43%,56%,69%	62%,43%,83%,63%	42%,26%,57%,50%	49%,43%,50%,67%	53%,55%,64%,42%	52%,55%,51%,50%	52%,49%,56%,52%	47%,37%,45%,56%	50%,53%,47%,50%	58%,48%,65%,58%	47%,45%,61%,44%	56%,55%,56%,56%
Factoring in the impact of taxes and tariffs	23%	19%	29%	19%	20%	24%	23%,19%,29%,19%,20%24%	18%,20%,25%,15%,5%,20%	23%,20%,20%,20%,20%,29%	22%,0%,40%,20%,40%,0%	11%,0%,10%,20%,10%,10%	36%,40%,30%,20%,30%,60%	24%,0%,40%,10%,40%,20%	29%,40%,60%,20%,20%,10%	23%,20%,25%,25%,15%,28%	23%,19%,29%,19%,20%24%	28%,26%,35%,10%,29%,32%	24%,32%,26%,26%,22%,19%	17%,6%,26%,19%,12%,20%	23%	18%	23%	22%	11%	36%	24%	29%	23%	23%,18%,23%,22%,11%,36%,24%,29%,23%	19%,20%,20%,0%,0%,40%,0%,40%,20%	29%,25%,20%,40%,10%,30%,40%,60%,25%	19%,15%,20%,20%,20%,20%,10%,20%,25%	20%,5%,20%,40%,10%,30%,40%,20%,15%	24%,20%,29%,0%,10%,60%,20%,10%,28%	23%,18%,23%,22%,11%,36%,24%,29%,23%	28%,26%,24%,21%,14%,53%,24%,32%,26%	24%,21%,30%,22%,8%,14%,28%,27%,27%	17%,10%,16%,23%,11%,33%,17%,25%,19%	23%	28%	24%	17%	23%,28%,24%,17%	18%,26%,21%,10%	23%,24%,30%,16%	22%,21%,22%,23%	11%,14%,8%,11%	36%,53%,14%,33%	24%,24%,28%,17%	29%,32%,27%,25%	23%,26%,27%,19%	23%,28%,24%,17%	19%,26%,32%,6%	29%,35%,26%,26%	19%,10%,26%,19%	20%,29%,22%,12%	24%,32%,19%,20%
None of the above	0%	0%	0%	0%	1%	0%	0%,0%,0%,0%,1%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	2%,0%,0%,0%,10%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,1%,0%	1%,0%,0%,0%,2%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%	0%	0%	0%	0%	0%	2%	0%	0%	0%,0%,0%,0%,0%,0%,2%,0%,0%	0%,0%,0%,0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%,0%,0%,0%	1%,0%,0%,0%,0%,0%,10%,0%,0%	0%,0%,0%,0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%,2%,0%,0%	1%,0%,0%,0%,0%,0%,5%,0%,0%	0%,0%,0%,0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%,0%,0%,0%	0%	1%	0%	0%	0%,1%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	2%,5%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,1%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	1%,2%,0%,0%	0%,0%,0%,0%
Robotics and factory automation	45%	44%	45%	49%	52%	39%	45%,44%,45%,49%,52%,39%	42%,30%,50%,45%,55%,35%	48%,50%,45%,55%,70%,34%	44%,80%,30%,30%,50%,50%	38%,20%,60%,10%,30%,60%	24%,20%,50%,40%,10%,0%	64%,80%,40%,80%,70%,60%	44%,40%,20%,60%,50%,50%	49%,45%,55%,60%,55%,40%	45%,44%,45%,49%,52%,39%	41%,41%,35%,52%,50%,34%	48%,45%,53%,35%,61%,51%	46%,44%,48%,64%,50%,24%	45%	42%	48%	44%	38%	24%	64%	44%	49%	45%,42%,48%,44%,38%,24%,64%,44%,49%	44%,30%,50%,80%,20%,20%,80%,40%,45%	45%,50%,45%,30%,60%,50%,40%,20%,55%	49%,45%,55%,30%,10%,40%,80%,60%,60%	52%,55%,70%,50%,30%,10%,70%,50%,55%	39%,35%,34%,50%,60%,0%,60%,50%,40%	45%,42%,48%,44%,38%,24%,64%,44%,49%	41%,47%,32%,29%,57%,11%,62%,50%,45%	48%,38%,54%,50%,25%,36%,67%,45%,54%	46%,40%,58%,54%,32%,33%,67%,33%,48%	45%	41%	48%	46%	45%,41%,48%,46%	42%,47%,38%,40%	48%,32%,54%,58%	44%,29%,50%,54%	38%,57%,25%,32%	24%,11%,36%,33%	64%,62%,67%,67%	44%,50%,45%,33%	49%,45%,54%,48%	45%,41%,48%,46%	44%,41%,45%,44%	45%,35%,53%,48%	49%,52%,35%,64%	52%,50%,61%,50%	39%,34%,51%,24%
Which areas is your Board of Directors prioritising with respect to your company’s operations?\|The Board agenda\|Cybersecurity risk is a priority for Boards of Directors and has risen to the boardroom level as directors understand its full implications for bottom lines, and corporate survival. Directors still focus more on the traditional cornerstones of quality and cost—even though smart factories and agile supply chains are becoming pivotal for future strategies.
Cost	45%	44%	39%	43%	53%	46%	45%,44%,39%,43%,53%,46%	45%,60%,35%,35%,50%,45%	41%,25%,40%,55%,40%,44%	42%,20%,40%,50%,50%,40%	49%,80%,40%,50%,50%,40%	40%,40%,40%,30%,30%,60%	56%,60%,30%,50%,90%,50%	47%,40%,60%,50%,50%,30%	46%,40%,35%,30%,65%,53%	45%,44%,39%,43%,53%,46%	44%,33%,47%,29%,55%,47%	45%,50%,35%,49%,56%,43%	46%,47%,36%,47%,50%,51%	45%	45%	41%	42%	49%	40%	56%	47%	46%	45%,45%,41%,42%,49%,40%,56%,47%,46%	44%,60%,25%,20%,80%,40%,60%,40%,40%	39%,35%,40%,40%,40%,40%,30%,60%,35%	43%,35%,55%,50%,50%,30%,50%,50%,30%	53%,50%,40%,50%,50%,30%,90%,50%,65%	46%,45%,44%,40%,40%,60%,50%,30%,53%	45%,45%,41%,42%,49%,40%,56%,47%,46%	44%,41%,41%,36%,43%,37%,57%,41%,52%	45%,38%,43%,56%,42%,50%,61%,36%,41%	46%,52%,40%,31%,58%,33%,33%,67%,46%	45%	44%	45%	46%	45%,44%,45%,46%	45%,41%,38%,52%	41%,41%,43%,40%	42%,36%,56%,31%	49%,43%,42%,58%	40%,37%,50%,33%	56%,57%,61%,33%	47%,41%,36%,67%	46%,52%,41%,46%	45%,44%,45%,46%	44%,33%,50%,47%	39%,47%,35%,36%	43%,29%,49%,47%	53%,55%,56%,50%	46%,47%,43%,51%
Cybersecurity	42%	46%	46%	41%	33%	44%	42%,46%,46%,41%,33%,44%	45%,30%,40%,40%,55%,53%	38%,45%,45%,20%,10%,54%	36%,40%,60%,50%,20%,10%	51%,40%,40%,60%,60%,50%	47%,40%,40%,50%,60%,40%	42%,60%,50%,40%,20%,50%	36%,60%,40%,30%,30%,30%	43%,60%,55%,50%,20%,38%	42%,46%,46%,41%,33%,44%	55%,59%,50%,48%,33%,42%	42%,32%,47%,40%,33%,46%	40%,44%,43%,36%,32%,46%	42%	45%	38%	36%	51%	47%	42%	36%	43%	42%,45%,38%,36%,51%,47%,42%,36%,43%	46%,30%,45%,40%,40%,40%,60%,60%,60%	46%,40%,45%,60%,40%,40%,50%,40%,55%	41%,40%,20%,50%,60%,50%,40%,30%,50%	33%,55%,10%,20%,60%,60%,20%,30%,20%	44%,53%,54%,10%,50%,40%,50%,30%,38%	42%,45%,38%,36%,51%,47%,42%,36%,43%	45%,59%,39%,29%,43%,37%,52%,41%,48%	42%,56%,41%,33%,58%,57%,33%,18%,34%	40%,29%,35%,46%,53%,50%,33%,42%,48%	42%	45%	42%	40%	42%,45%,42%,40%	45%,59%,56%,29%	38%,39%,41%,35%	36%,29%,33%,46%	51%,43%,58%,53%	47%,37%,57%,50%	42%,52%,33%,33%	36%,41%,18%,42%	43%,48%,34%,48%	42%,45%,42%,40%	46%,59%,32%,44%	46%,50%,47%,43%	41%,48%,40%,36%	33%,33%,33%,32%	44%,42%,46%,46%
Digital workforce	25%	36%	25%	22%	21%	23%	25%,36%,25%,22%,21%,23%	35%,45%,30%,30%,25%,40%	21%,40%,25%,0%,25%,17%	13%,40%,30%,10%,0%,0%	33%,60%,50%,50%,20%,0%	20%,0%,0%,20%,20%,50%	24%,20%,20%,20%,30%,30%	24%,80%,20%,30%,30%,10%	22%,20%,20%,25%,25%,20%	25%,36%,25%,22%,21%,23%	24%,33%,35%,13%,26%,19%	29%,45%,29%,28%,22%,26%	21%,33%,12%,22%,16%,24%	25%	35%	21%	13%	33%	20%	24%	24%	22%	25%,35%,21%,13%,33%,20%,24%,24%,22%	36%,45%,40%,40%,60%,0%,20%,80%,20%	25%,30%,25%,30%,50%,0%,20%,20%,20%	22%,30%,0%,10%,50%,20%,20%,30%,25%	21%,25%,25%,0%,20%,20%,30%,10%,25%	23%,40%,17%,0%,0%,50%,30%,10%,20%	25%,35%,21%,13%,33%,20%,24%,24%,22%	24%,18%,27%,14%,29%,37%,29%,18%,26%	29%,47%,22%,22%,50%,14%,17%,45%,24%	21%,38%,14%,0%,26%,0%,33%,17%,17%	25%	24%	29%	21%	25%,24%,29%,21%	35%,18%,47%,38%	21%,27%,22%,14%	13%,14%,22%,0%	33%,29%,50%,26%	20%,37%,14%,0%	24%,29%,17%,33%	24%,18%,45%,17%	22%,26%,24%,17%	25%,24%,29%,21%	36%,33%,45%,33%	25%,35%,29%,12%	22%,13%,28%,22%	21%,26%,22%,16%	23%,19%,26%,24%
New products and markets (such as smart mobility, digital products, etc.)	21%	21%	24%	22%	20%	19%	21%,21%,24%,22%,20%,19%	22%,25%,35%,25%,10%,18%	18%,25%,5%,20%,20%,20%	18%,20%,20%,20%,10%,20%	24%,0%,50%,10%,20%,30%	20%,40%,30%,20%,10%,10%	18%,0%,40%,20%,10%,10%	27%,0%,10%,40%,40%,30%	23%,25%,15%,20%,35%,20%	21%,21%,24%,22%,20%,19%	20%,26%,15%,29%,14%,21%	18%,27%,24%,14%,6%,18%	24%,14%,31%,25%,30%,20%	21%	22%	18%	18%	24%	20%	18%	27%	23%	21%,22%,18%,18%,24%,20%,18%,27%,23%	21%,25%,25%,20%,0%,40%,0%,0%,25%	24%,35%,5%,20%,50%,30%,40%,10%,15%	22%,25%,20%,20%,10%,20%,20%,40%,20%	20%,10%,20%,10%,20%,10%,10%,40%,35%	19%,18%,20%,20%,30%,10%,10%,30%,20%	21%,22%,18%,18%,24%,20%,18%,27%,23%	20%,21%,20%,14%,21%,21%,19%,23%,23%	18%,24%,14%,17%,17%,7%,17%,36%,17%	24%,21%,21%,23%,32%,33%,17%,25%,27%	21%	20%	18%	24%	21%,20%,18%,24%	22%,21%,24%,21%	18%,20%,14%,21%	18%,14%,17%,23%	24%,21%,17%,32%	20%,21%,7%,33%	18%,19%,17%,17%	27%,23%,36%,25%	23%,23%,17%,27%	21%,20%,18%,24%	21%,26%,27%,14%	24%,15%,24%,31%	22%,29%,14%,25%	20%,14%,6%,30%	19%,21%,18%,20%
Quality	49%	49%	48%	53%	55%	42%	49%,49%,48%,53%,55%,42%	44%,40%,55%,60%,45%,33%	51%,50%,40%,65%,65%,44%	60%,40%,40%,50%,70%,90%	38%,20%,30%,50%,40%,40%	58%,80%,60%,70%,50%,40%	49%,40%,40%,60%,60%,40%	53%,40%,60%,30%,70%,60%	46%,65%,55%,35%,50%,35%	49%,49%,48%,53%,55%,42%	46%,52%,41%,58%,55%,35%	50%,45%,38%,51%,61%,53%	50%,50%,62%,50%,54%,34%	49%	44%	51%	60%	38%	58%	49%	53%	46%	49%,44%,51%,60%,38%,58%,49%,53%,46%	49%,40%,50%,40%,20%,80%,40%,40%,65%	48%,55%,40%,40%,30%,60%,40%,60%,55%	53%,60%,65%,50%,50%,70%,60%,30%,35%	55%,45%,65%,70%,40%,50%,60%,70%,50%	42%,33%,44%,90%,40%,40%,40%,60%,35%	49%,44%,51%,60%,38%,58%,49%,53%,46%	46%,38%,51%,71%,43%,53%,43%,50%,35%	50%,41%,46%,56%,42%,64%,50%,55%,54%	50%,50%,56%,54%,32%,58%,67%,58%,46%	49%	46%	50%	50%	49%,46%,50%,50%	44%,38%,41%,50%	51%,51%,46%,56%	60%,71%,56%,54%	38%,43%,42%,32%	58%,53%,64%,58%	49%,43%,50%,67%	53%,50%,55%,58%	46%,35%,54%,46%	49%,46%,50%,50%	49%,52%,45%,50%	48%,41%,38%,62%	53%,58%,51%,50%	55%,55%,61%,54%	42%,35%,53%,34%
Smart factory	38%	31%	41%	37%	41%	37%	38%,31%,41%,37%,41%,37%	28%,20%,25%,20%,40%,33%	46%,35%,75%,55%,35%,39%	36%,60%,20%,30%,50%,30%	47%,60%,40%,40%,40%,60%	38%,20%,30%,50%,40%,40%	40%,40%,30%,30%,40%,60%	31%,0%,40%,20%,30%,50%	38%,30%,45%,45%,50%,28%	38%,31%,41%,37%,41%,37%	39%,30%,41%,48%,38%,39%	35%,27%,44%,28%,50%,34%	39%,33%,38%,39%,40%,41%	38%	28%	46%	36%	47%	38%	40%	31%	38%	38%,28%,46%,36%,47%,38%,40%,31%,38%	31%,20%,35%,60%,60%,20%,40%,0%,30%	41%,25%,75%,20%,40%,30%,30%,40%,45%	37%,20%,55%,30%,40%,50%,30%,20%,45%	41%,40%,35%,50%,40%,40%,40%,30%,50%	37%,33%,39%,30%,60%,40%,60%,50%,28%	38%,28%,46%,36%,47%,38%,40%,31%,38%	39%,29%,49%,57%,36%,42%,33%,41%,32%	35%,24%,46%,6%,50%,43%,50%,18%,39%	39%,31%,44%,54%,53%,25%,33%,25%,40%	38%	39%	35%	39%	38%,39%,35%,39%	28%,29%,24%,31%	46%,49%,46%,44%	36%,57%,6%,54%	47%,36%,50%,53%	38%,42%,43%,25%	40%,33%,50%,33%	31%,41%,18%,25%	38%,32%,39%,40%	38%,39%,35%,39%	31%,30%,27%,33%	41%,41%,44%,38%	37%,48%,28%,39%	41%,38%,50%,40%	37%,39%,34%,41%
Supply chain	37%	46%	29%	38%	36%	37%	37%,46%,29%,38%,36%,37%	38%,65%,20%,40%,45%,30%	37%,35%,35%,45%,45%,32%	44%,80%,30%,30%,40%,60%	29%,20%,20%,20%,40%,40%	36%,60%,50%,30%,30%,20%	40%,80%,30%,60%,20%,30%	29%,20%,30%,20%,20%,50%	38%,30%,25%,45%,35%,45%	37%,46%,29%,38%,36%,37%	37%,44%,24%,26%,38%,45%	36%,45%,29%,44%,33%,32%	38%,47%,33%,42%,36%,32%	37%	38%	37%	44%	29%	36%	40%	29%	38%	37%,38%,37%,44%,29%,36%,40%,29%,38%	46%,65%,35%,80%,20%,60%,80%,20%,30%	29%,20%,35%,30%,20%,50%,30%,30%,25%	38%,40%,45%,30%,20%,30%,60%,20%,45%	36%,45%,45%,40%,40%,30%,20%,20%,35%	37%,30%,32%,60%,40%,20%,30%,50%,45%	37%,38%,37%,44%,29%,36%,40%,29%,38%	37%,50%,29%,29%,36%,42%,43%,27%,35%	36%,35%,35%,50%,25%,21%,39%,36%,39%	38%,33%,47%,54%,26%,42%,33%,25%,38%	37%	37%	36%	38%	37%,37%,36%,38%	38%,50%,35%,33%	37%,29%,35%,47%	44%,29%,50%,54%	29%,36%,25%,26%	36%,42%,21%,42%	40%,43%,39%,33%	29%,27%,36%,25%	38%,35%,39%,38%	37%,37%,36%,38%	46%,44%,45%,47%	29%,24%,29%,33%	38%,26%,44%,42%	36%,38%,33%,36%	37%,45%,32%,32%
Sustainability (Net Zero)	29%	16%	33%	19%	33%	36%	29%,16%,33%,19%,33%,36%	31%,10%,45%,25%,25%,40%	28%,15%,15%,20%,50%,34%	29%,0%,30%,20%,40%,40%	29%,20%,30%,20%,30%,40%	31%,20%,40%,10%,40%,40%	27%,0%,60%,10%,30%,20%	38%,40%,30%,30%,50%,40%	24%,25%,25%,15%,10%,35%	29%,16%,33%,19%,33%,36%	31%,11%,32%,19%,33%,42%	26%,14%,35%,14%,33%,31%	30%,22%,31%,25%,32%,37%	29%	31%	28%	29%	29%	31%	27%	38%	24%	29%,31%,28%,29%,29%,31%,27%,38%,24%	16%,10%,15%,0%,20%,20%,0%,40%,25%	33%,45%,15%,30%,30%,40%,60%,30%,25%	19%,25%,20%,20%,20%,10%,10%,30%,15%	33%,25%,50%,40%,30%,40%,30%,50%,10%	36%,40%,34%,40%,40%,40%,20%,40%,35%	29%,31%,28%,29%,29%,31%,27%,38%,24%	31%,32%,27%,29%,50%,26%,24%,45%,23%	26%,24%,32%,33%,17%,29%,22%,18%,24%	30%,35%,26%,23%,21%,42%,50%,42%,25%	29%	31%	26%	30%	29%,31%,26%,30%	31%,32%,24%,35%	28%,27%,32%,26%	29%,29%,33%,23%	29%,50%,17%,21%	31%,26%,29%,42%	27%,24%,22%,50%	38%,45%,18%,42%	24%,23%,24%,25%	29%,31%,26%,30%	16%,11%,14%,22%	33%,32%,35%,31%	19%,19%,14%,25%	33%,33%,33%,32%	36%,42%,31%,37%
None of the above/Don't know	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%,0%,0%,0%	0%	0%	0%	0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%
Which of the following supply chain areas is your company prioritising over the next 1-2 years?\|Building tomorrow’s supply chain\|Looking at supply chain priorities, cost control is top of mind while demand forecasting and supply chain transparency continue to be key. Sourcing reliability is also a priority and often starts with identifying critical components that lack ready substitutes. In addition, supply chain vertical integration’s popularity is growing as manufacturers seek extra ways to reduce costs and deliver products and services more quickly and improve sourcing reliability.
Carbon footprint	32%	27%	23%	29%	44%	34%	32%,27%,23%,29%,44%,34%	27%,25%,10%,35%,40%,25%	31%,30%,35%,40%,45%,20%	27%,20%,0%,30%,30%,50%	31%,20%,30%,0%,30%,70%	36%,40%,30%,20%,60%,30%	16%,20%,10%,20%,30%,0%	42%,0%,40%,30%,70%,50%	40%,35%,25%,35%,45%,50%	32%,27%,23%,29%,44%,34%	33%,30%,15%,42%,38%,37%	28%,23%,35%,16%,39%,31%	34%,28%,19%,33%,50%,34%	32%	27%	31%	27%	31%	36%	16%	42%	40%	32%,27%,31%,27%,31%,36%,16%,42%,40%	27%,25%,30%,20%,20%,40%,20%,0%,35%	23%,10%,35%,0%,30%,30%,10%,40%,25%	29%,35%,40%,30%,0%,20%,20%,30%,35%	44%,40%,45%,30%,30%,60%,30%,70%,45%	34%,25%,20%,50%,70%,30%,0%,50%,50%	32%,27%,31%,27%,31%,36%,16%,42%,40%	33%,29%,34%,29%,43%,42%,14%,55%,26%	28%,21%,30%,33%,17%,29%,6%,18%,46%	34%,29%,30%,15%,32%,33%,50%,42%,44%	32%	33%	28%	34%	32%,33%,28%,34%	27%,29%,21%,29%	31%,34%,30%,30%	27%,29%,33%,15%	31%,43%,17%,32%	36%,42%,29%,33%	16%,14%,6%,50%	42%,55%,18%,42%	40%,26%,46%,44%	32%,33%,28%,34%	27%,30%,23%,28%	23%,15%,35%,19%	29%,42%,16%,33%	44%,38%,39%,50%	34%,37%,31%,34%
Consumer demands for improved speed and service (enhancing the customer experience)	24%	20%	19%	27%	24%	26%	24%,20%,19%,27%,24%,26%	25%,15%,35%,30%,30%,20%	24%,15%,5%,15%,30%,39%	22%,20%,30%,20%,20%,20%	27%,20%,30%,40%,20%,20%	29%,40%,20%,30%,30%,30%	33%,20%,30%,30%,20%,60%	13%,20%,0%,30%,0%,20%	19%,25%,10%,30%,25%,13%	24%,20%,19%,27%,24%,26%	22%,11%,15%,35%,24%,24%	26%,32%,21%,30%,22%,25%	22%,19%,21%,17%,24%,29%	24%	25%	24%	22%	27%	29%	33%	13%	19%	24%,25%,24%,22%,27%,29%,33%,13%,19%	20%,15%,15%,20%,20%,40%,20%,20%,25%	19%,35%,5%,30%,30%,20%,30%,0%,10%	27%,30%,15%,20%,40%,30%,30%,30%,30%	24%,30%,30%,20%,20%,30%,20%,0%,25%	26%,20%,39%,20%,20%,30%,60%,20%,13%	24%,25%,24%,22%,27%,29%,33%,13%,19%	22%,26%,22%,21%,21%,32%,29%,14%,16%	26%,21%,24%,22%,33%,29%,44%,27%,22%	22%,27%,26%,23%,26%,25%,17%,0%,19%	24%	22%	26%	22%	24%,22%,26%,22%	25%,26%,21%,27%	24%,22%,24%,26%	22%,21%,22%,23%	27%,21%,33%,26%	29%,32%,29%,25%	33%,29%,44%,17%	13%,14%,27%,0%	19%,16%,22%,19%	24%,22%,26%,22%	20%,11%,32%,19%	19%,15%,21%,21%	27%,35%,30%,17%	24%,24%,22%,24%	26%,24%,25%,29%
Cost control	41%	38%	48%	40%	31%	46%	41%,38%,48%,40%,31%,46%	38%,40%,50%,40%,20%,38%	42%,40%,60%,15%,25%,56%	51%,20%,60%,60%,50%,50%	51%,40%,10%,90%,50%,60%	36%,40%,50%,40%,40%,10%	49%,40%,80%,40%,40%,40%	38%,80%,40%,30%,20%,40%	37%,25%,35%,35%,25%,50%	41%,38%,48%,40%,31%,46%	42%,41%,59%,19%,33%,50%	44%,41%,44%,63%,33%,37%	38%,33%,43%,31%,28%,54%	41%	38%	42%	51%	51%	36%	49%	38%	37%	41%,38%,42%,51%,51%,36%,49%,38%,37%	38%,40%,40%,20%,40%,40%,40%,80%,25%	48%,50%,60%,60%,10%,50%,80%,40%,35%	40%,40%,15%,60%,90%,40%,40%,30%,35%	31%,20%,25%,50%,50%,40%,40%,20%,25%	46%,38%,56%,50%,60%,10%,40%,40%,50%	41%,38%,42%,51%,51%,36%,49%,38%,37%	42%,35%,37%,50%,57%,42%,38%,50%,42%	44%,41%,46%,56%,83%,36%,56%,45%,27%	38%,37%,44%,46%,26%,25%,67%,8%,42%	41%	42%	44%	38%	41%,42%,44%,38%	38%,35%,41%,37%	42%,37%,46%,44%	51%,50%,56%,46%	51%,57%,83%,26%	36%,42%,36%,25%	49%,38%,56%,67%	38%,50%,45%,8%	37%,42%,27%,42%	41%,42%,44%,38%	38%,41%,41%,33%	48%,59%,44%,43%	40%,19%,63%,31%	31%,33%,33%,28%	46%,50%,37%,54%
Demand forecasting	42%	47%	46%	50%	30%	38%	42%,47%,46%,50%,30%,38%	44%,50%,45%,60%,30%,40%	47%,55%,45%,60%,30%,46%	36%,60%,30%,40%,20%,40%	33%,20%,40%,40%,30%,30%	40%,20%,50%,60%,20%,40%	36%,60%,50%,40%,30%,10%	49%,60%,80%,50%,30%,30%	39%,40%,40%,40%,40%,38%	42%,47%,46%,50%,30%,38%	39%,48%,50%,39%,31%,34%	43%,55%,50%,56%,11%,37%	43%,42%,40%,53%,36%,46%	42%	44%	47%	36%	33%	40%	36%	49%	39%	42%,44%,47%,36%,33%,40%,36%,49%,39%	47%,50%,55%,60%,20%,20%,60%,60%,40%	46%,45%,45%,30%,40%,50%,50%,80%,40%	50%,60%,60%,40%,40%,60%,40%,50%,40%	30%,30%,30%,20%,30%,20%,30%,30%,40%	38%,40%,46%,40%,30%,40%,10%,30%,38%	42%,44%,47%,36%,33%,40%,36%,49%,39%	39%,44%,44%,36%,29%,32%,38%,41%,35%	43%,53%,43%,28%,33%,57%,39%,64%,37%	43%,38%,53%,46%,37%,33%,17%,50%,44%	42%	39%	43%	43%	42%,39%,43%,43%	44%,44%,53%,38%	47%,44%,43%,53%	36%,36%,28%,46%	33%,29%,33%,37%	40%,32%,57%,33%	36%,38%,39%,17%	49%,41%,64%,50%	39%,35%,37%,44%	42%,39%,43%,43%	47%,48%,55%,42%	46%,50%,50%,40%	50%,39%,56%,53%	30%,31%,11%,36%	38%,34%,37%,46%
None of the above	2%	1%	2%	1%	1%	4%	2%,1%,2%,1%,1%,4%	4%,0%,5%,0%,0%,10%	1%,5%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	2%,0%,0%,0%,0%,10%	0%,0%,0%,0%,0%,0%	4%,0%,0%,10%,10%,0%	2%,0%,5%,0%,0%,3%	2%,1%,2%,1%,1%,4%	2%,0%,3%,0%,0%,5%	2%,0%,0%,2%,0%,3%	2%,3%,2%,0%,2%,2%	2%	4%	1%	0%	0%	2%	0%	4%	2%	2%,4%,1%,0%,0%,2%,0%,4%,2%	1%,0%,5%,0%,0%,0%,0%,0%,0%	2%,5%,0%,0%,0%,0%,0%,0%,5%	1%,0%,0%,0%,0%,0%,0%,10%,0%	1%,0%,0%,0%,0%,0%,0%,10%,0%	4%,10%,0%,0%,0%,10%,0%,0%,3%	2%,4%,1%,0%,0%,2%,0%,4%,2%	2%,3%,0%,0%,0%,5%,0%,0%,6%	2%,6%,0%,0%,0%,0%,0%,9%,0%	2%,4%,2%,0%,0%,0%,0%,8%,0%	2%	2%	2%	2%	2%,2%,2%,2%	4%,3%,6%,4%	1%,0%,0%,2%	0%,0%,0%,0%	0%,0%,0%,0%	2%,5%,0%,0%	0%,0%,0%,0%	4%,0%,9%,8%	2%,6%,0%,0%	2%,2%,2%,2%	1%,0%,0%,3%	2%,3%,0%,2%	1%,0%,2%,0%	1%,0%,0%,2%	4%,5%,3%,2%
Sourcing diversification	14%	22%	17%	13%	9%	12%	14%,22%,17%,13%,9%,12%	16%,20%,10%,20%,20%,13%	18%,35%,25%,10%,5%,17%	16%,40%,10%,30%,10%,0%	11%,0%,20%,20%,10%,0%	9%,0%,20%,10%,0%,10%	11%,20%,10%,10%,0%,20%	7%,20%,10%,0%,10%,0%	14%,20%,25%,5%,10%,13%	14%,22%,17%,13%,9%,12%	15%,30%,21%,10%,10%,11%	12%,14%,12%,16%,6%,10%	15%,22%,19%,11%,10%,15%	14%	16%	18%	16%	11%	9%	11%	7%	14%	14%,16%,18%,16%,11%,9%,11%,7%,14%	22%,20%,35%,40%,0%,0%,20%,20%,20%	17%,10%,25%,10%,20%,20%,10%,10%,25%	13%,20%,10%,30%,20%,10%,10%,0%,5%	9%,20%,5%,10%,10%,0%,0%,10%,10%	12%,13%,17%,0%,0%,10%,20%,0%,13%	14%,16%,18%,16%,11%,9%,11%,7%,14%	15%,18%,27%,21%,7%,11%,10%,0%,13%	12%,9%,19%,17%,17%,0%,17%,0%,10%	15%,19%,9%,8%,11%,17%,0%,25%,19%	14%	15%	12%	15%	14%,15%,12%,15%	16%,18%,9%,19%	18%,27%,19%,9%	16%,21%,17%,8%	11%,7%,17%,11%	9%,11%,0%,17%	11%,10%,17%,0%	7%,0%,0%,25%	14%,13%,10%,19%	14%,15%,12%,15%	22%,30%,14%,22%	17%,21%,12%,19%	13%,10%,16%,11%	9%,10%,6%,10%	12%,11%,10%,15%
Sourcing reliability	33%	32%	38%	35%	36%	28%	33%,32%,38%,35%,36%,28%	45%,50%,55%,55%,40%,35%	31%,25%,35%,35%,40%,24%	29%,0%,40%,40%,30%,20%	36%,60%,40%,30%,30%,30%	20%,20%,30%,0%,30%,20%	42%,40%,60%,40%,60%,10%	29%,20%,20%,30%,30%,40%	29%,25%,25%,35%,30%,30%	33%,32%,38%,35%,36%,28%	40%,48%,44%,29%,40%,39%	25%,27%,32%,33%,28%,16%	35%,22%,38%,44%,36%,32%	33%	45%	31%	29%	36%	20%	42%	29%	29%	33%,45%,31%,29%,36%,20%,42%,29%,29%	32%,50%,25%,0%,60%,20%,40%,20%,25%	38%,55%,35%,40%,40%,30%,60%,20%,25%	35%,55%,35%,40%,30%,0%,40%,30%,35%	36%,40%,40%,30%,30%,30%,60%,30%,30%	28%,35%,24%,20%,30%,20%,10%,40%,30%	33%,45%,31%,29%,36%,20%,42%,29%,29%	40%,53%,34%,36%,36%,11%,67%,27%,45%	25%,41%,24%,22%,33%,21%,17%,27%,17%	35%,42%,33%,31%,37%,33%,33%,33%,29%	33%	40%	25%	35%	33%,40%,25%,35%	45%,53%,41%,42%	31%,34%,24%,33%	29%,36%,22%,31%	36%,36%,33%,37%	20%,11%,21%,33%	42%,67%,17%,33%	29%,27%,27%,33%	29%,45%,17%,29%	33%,40%,25%,35%	32%,48%,27%,22%	38%,44%,32%,38%	35%,29%,33%,44%	36%,40%,28%,36%	28%,39%,16%,32%
Supply chain transparency	41%	42%	34%	42%	49%	40%	41%,42%,34%,42%,49%,40%	28%,30%,15%,25%,45%,25%	37%,25%,35%,60%,45%,29%	56%,60%,50%,40%,60%,70%	27%,40%,30%,10%,30%,30%	44%,40%,30%,50%,50%,50%	40%,60%,0%,40%,50%,60%	42%,40%,40%,30%,50%,50%	58%,65%,60%,60%,60%,50%	41%,42%,34%,42%,39%,40%	38%,33%,21%,58%,48%,34%	46%,50%,44%,28%,61%,53%	40%,44%,36%,44%,46%,27%	41%	28%	37%	56%	27%	44%	40%	42%	58%	41%,28%,37%,56%,27%,44%,40%,42%,58%	42%,30%,25%,60%,40%,40%,60%,40%,65%	34%,15%,35%,50%,30%,30%,0%,40%,60%	42%,25%,60%,40%,10%,50%,40%,30%,60%	49%,45%,45%,60%,30%,50%,50%,50%,60%	40%,25%,29%,70%,30%,50%,60%,50%,50%	41%,28%,37%,56%,27%,44%,40%,42%,58%	38%,26%,39%,43%,29%,53%,38%,45%,39%	46%,29%,43%,61%,17%,43%,39%,36%,71%	40%,27%,30%,62%,32%,33%,50%,42%,58%	41%	38%	46%	40%	41%,38%,46%,40%	28%,26%,29%,27%	37%,39%,43%,30%	56%,43%,61%,62%	27%,29%,17%,32%	44%,53%,43%,33%	40%,38%,39%,50%	42%,45%,36%,42%	58%,39%,71%,58%	41%,38%,46%,40%	42%,33%,50%,44%	34%,21%,44%,36%	42%,58%,28%,44%	49%,48%,61%,46%	40%,34%,53%,27%
Vertical integration of supply chain	35%	38%	36%	35%	39%	30%	35%,38%,36%,35%,39%,30%	38%, 55%,30%,20%,45%,40%	44%,40%,40%,40%,50%,46%	42%,60%,60%,30%,60%,10%	31%,20%,30%,30%,60%,10%	29%,20%,40%,50%,20%,10%	42%,40%,40%,50%,40%,40%	31%,40%,30%,60%,10%,20%	23%,20%,30%,25%,25%,20%	35%,38%,36%,35%,49%,30%	33%,44%,35%,45%,40%,16%	36%,23%,44%,23%,50%,41%	36%,42%,31%,42%,34%,34%	35%	38%	44%	42%	31%	29%	42%	31%	23%	35%,38%,44%,42%,31%,29%,42%,31%,23%	38%,55%,40%,60%,20%,20%,40%,40%,20%	36%,30%,40%,60%,30%,40%,40%,30%,30%	35%,20%,40%,30%,30%,50%,50%,60%,25%	39%,45%,50%,60%,60%,20%,40%,10%,25%	30%,40%,46%,10%,10%,10%,40%,20%,20%	35%,38%,44%,42%,31%,29%,42%,31%,23%	33%,38%,41%,21%,43%,21%,38%,36%,19%	36%,32%,46%,44%,25%,29%,44%,27%,32%	36%,42%,44%,62%,26%,42%,50%,25%,19%	35%	33%	36%	36%	35%,33%,36%,36%	38%,38%,32%,42%	44%,41%,46%,44%	42%,21%,44%,62%	31%,43%,25%,26%	29%,21%,29%,42%	42%,38%,44%,50%	31%,36%,27%,25%	23%,19%,32%,19%	35%,33%,36%,36%	38%,44%,23%,42%	36%,35%,44%,31%	35%,45%,23%,42%	39%,40%,50%,34%	30%,16%,41%,34%

	Locations																			Sectors																			Business sizes
	Overall						by Sector (All, China, Germany, Japan, UK, US)									by Business Size (All, China, Germany, Japan, UK, US)				Overall									by Locations (All, AD, AUTO, CGR, ET, EUR, EC, HIM, IME)						by Business Size (All, AD, AUTO, CGR, ET, EUR, EC, HIM, IME)				Overall				by Sector (All, 1-4.99, >5, >250)									by Location (All, 1-4.99, >5, >250)
	All	China	Germany	Japan	UK	US	All	Aerospace & defence	Automotive	Consumer Goods	Electronics and technology	Energy, utilities and resources	Engineering and construction	Health industries and manufacturing	Industrial manufacturing and equipment	All	$1 billion to $4.99 billion	$5 billion and over	$250 million to $999 million	All	Aerospace & defence	Automotive	Consumer Goods	Electronics and technology	Energy, utilities and resources	Engineering and construction	Health industries and manufacturing	Industrial manufacturing and equipment	All	China	Germany	Japan	UK	US	All	$1 billion to $4.99 billion	$5 billion and over	$250 million to $999 million	All	$1 billion to $4.99 billion	$5 billion and over	$250 million to $999 million	All	Aerospace & defence	Automotive	Consumer Goods	Electronics and technology	Energy, utilities and resources	Engineering and construction	Health industries and manufacturing	Industrial manufacturing and equipment	All	China	Germany	Japan	UK	US
Q6. Which manufacturing platforms, technologies, and tools is your company prioritizing over the next 1-2 years? Please select all that apply.
Data management systems	16%	22%	10%	38%	6%	8%	16%,22%,10%,38%,6%,8%	9%,15%,10%,25%,5%,0%	12%,10%,10%,40%,0%,5%	9%,20%,0%,30%,0%,0%	24%,0%,20%,60%,10%,20%	29%,60%,10%,60%,10%,20%	16%,40%,0%,40%,10%,0%	20%,60%,0%,30%,0%,30%	20%,25%,20%,35%,15%,13%	16%,22%,10%,38%,6%,8%	8%,18%,4%,19%,5%,4%	21%,25%,13%,36%,11%,14%	19%,23%,11%,61%,5%,9%	16%	9%	12%	9%	24%	29%	16%	20%	20%	16%,9%,12%,9%,24%,29%,16%,20%,20%	22%,15%,10%,20%,0%,60%,40%,60%,25%	10%,10%,10%,0%,20%,10%,0%,0%,20%	38%,25%,40%,30%,60%,60%,40%,30%,35%	6%,5%,0%,0%,10%,10%,10%,0%,15%	8%,0%,5%,0%,20%,20%,0%,30%,13%	16%,9%,12%,9%,24%,29%,16%,20%,20%	8%,6%,5%,0%,7%,23%,9%,7%,9%	21%,11%,15%,6%,50%,22%,30%,36%,36%	19%,9%,16%,17%,21%,43%,17%,19%,22%	16%	8%	21%	19%	16%,8%,21%,19%	9%,6%,11%,9%	12%,5%,15%,16%	9%,0%,6%,17%	24%,7%,50%,21%	29%,23%,22%,43%	16%,9%,30%,17%	20%,7%,36%,19%	20%,9%,36%,22%	16%,8%,21%,19%	22%,18%,25%,23%	10%,4%,13%,11%	38%,19%,36%,61%	6%,5%,11%,5%	8%,4%,14%,9%
Real-time monitoring systems	35%	36%	25%	39%	41%	34%	35%,36%,25%,39%,41%,34%	28%,30%,25%,20%,40%,28%	35%,25%,35%,45%,40%,33%	42%,20%,20%,30%,80%,50%	40%,40%,10%,60%,50%,40%	38%,60%,0%,40%,50%,50%	31%,60%,20%,50%,30%,10%	38%,0%,40%,40%,30%,60%	37%,55%,35%,40%,25%,33%	35%,36%,25%,39%,41%,34%	31%,27%,19%,37%,35%,32%	37%,29%,29%,36%,50%,40%	37%,46%,27%,46%,41%,32%	35%	28%	35%	42%	40%	38%	31%	38%	37%	35%,28%,35%,42%,40%,38%,31%,38%,37%	36%,30%,25%,20%,40%,60%,60%,0%,55%	25%,25%,35%,20%,10%,0%,20%,40%,35%	39%,20%,45%,30%,60%,40%,50%,40%,40%	41%,40%,40%,80%,50%,50%,30%,30%,25%	34%,28%,33%,50%,40%,50%,10%,60%,33%	35%,28%,35%,42%,40%,38%,31%,38%,37%	31%,32%,30%,40%,14%,38%,30%,33%,30%	37%,30%,38%,35%,58%,22%,40%,43%,46%	37%,21%,38%,50%,47%,57%,25%,38%,37%	35%	31%	37%	37%	35%,31%,37%,37%	28%,32%,30%,21%	35%,30%,38%,38%	42%,40%,35%,50%	40%,14%,58%,47%	38%,38%,22%,57%	31%,30%,40%,25%	38%,33%,43%,38%	37%,30%,46%,37%	35%,31%,37%,37%	36%,27%,29%,46%	25%,19%,29%,27%	39%,37%,36%,46%	41%,35%,50%,41%	34%,32%,40%,32%
AI (machine learning, deep learning, computer vision, etc.)	37%	36%	33%	46%	35%	34%	37%,36%,33%,46%,35%,34%	37%,30%,45%,45%,30%,35%	33%,30%,35%,65%,20%,25%	36%,60%,40%,30%,20%,40%	51%60%,50%,40%,40%,70%	38%,40%,30%,50%,40%,30%	22%,20%,10%,60%,10%,10%	40%,60%,30%,40%,50%,30%	38%,35%,20%,35%,60%,40%	37%,36%,33%,46%,35%,34%	32%,23%,19%,56%,28%,33%	35%,38%,29%,38%,29%,40%	43%,44%,44%,54%,46%,30%	37%	37%	33%	36%	51%	38%	22%	40%	38%	37%,37%,33%,36%,51%,38%,22%,40%,38%	36%,30%,30%,60%,60%,40%,20%,60%,35%	33%,45%,35%,40%,50%,30%,10%,30%,20%	46%,45%,65%,30%,40%,50%,60%,40%,35%	35%,30%,20%,20%,40%,40%,10%,50%,60%	34%,35%,25%,40%,70%,30%,10%,30%,40%	37%,37%,33%,36%,51%,38%,22%,40%,38%	32%,23%,33%,20%,50%,38%,17%,27%,41%	35%,45%,30%,35%,50%,22%,30%,43%,25%	43%,36%,38%,44%,53%,57%,25%,50%,43%	37%	32%	35%	43%	37%,32%,35%,43%	37%,23%,45%,36%	33%,33%,30%,38%	36%,20%,35%,44%	51%,50%,50%,53%	38%,38%,22%,57%	22%,17%,30%,25%	40%,27%,43%,50%	38%,41%,25%,43%	37%,32%,35%,43%	36%,23%,38%,44%	33%,19%,29%,44%	46%,56%,38%,54%	35%,28%,29%,46%	34%,33%,40%,30%
IIoT (Industrial Internet of Things)	70%	68%	76%	65%	75%	68%	70%,68%,76%,65%,75%,68%	83%,90%,85%,95%,75%,78%	64%, 60%, 70%, 50%, 85%, 60%	67%,60%,70%,40%,90%,70%	71%, 60%, 90%, 60%, 80%, 60%	53%,40%,50%,80%,50%,40%	69%,60%,90%,60%,80%,50%	60%,60%,80%,70%,50%,40%	74%,70%,75%,55%,75%,85%	70%,68%,76%,65%,75%,68%	74%,73%,85%,78%,77%,68%	67%,63%,74%,62%,61%,74%	69%,69%,73%,57%,82%,59%	70%	83%	64%	67%	71%	53%	69%	60%	74%	70%,83%,64%,67%,71%,53%,69%,60%,74%	68%,90%,60%,60%,60%,40%,60%,60%,70%	76%,85%,70%,70%,90%,50%,90%,80%,75%	65%,95%,50%,40%,60%,80%,60%,70%,55%	75%,75%,85%,90%,80%,50%,80%,50%,75%	68%,78%,60%,70%,60%,40%,50%,40%,85%	70%,83%,64%,67%,71%,53%,69%,60%,74%	74%,87%,63%,90%,71%,38%,78%,60%,87%	67%,80%,58%,71%,58%,67%,50%,50%,71%	69%,85%,73%,50%,79%,50%,67%,69%,63%	70%	74%	67%	69%	70%,74%,67%,69%	83%,87%,80%,85%	64%,63%,58%,73%	67%,90%,71%,50%	71%,71%,58%,79%	53%,38%,67%,50%,	69%,78%,50%,67%	60%,60%,50%,69%	74%,87%,71%,63%	70%,74%,67%,69%	68%,73%,63%,69%	76%,85%,74%,73%	65%,78%,62%,57%	75%,77%,61%,82%	68%,68%,74%,59%
Data analytics	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%	0%	0%	0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%
Public and private cloud	59%	52%	71%	41%	65%	63%	59%,52%,71%,41%,65%,63%	68%,65%,80%,65%,60%,70%	58%,50%,75%,30%60%,65%	58%,20%,40%,50%,80%,80%	56%,60%,80%,10%,60%,70%	53%,60%,70%,10%,80%,50%	51%,60%,70%,20%,40%,70%	58%,20%,60%,70%,60%,60%	58%,50%,75%,50%,75%50%	59%,52%,71%,41%,65%,63%	58%,68%,78%,26%,58%,61%	59%,46%,74%,51%,50%,70%	59%,46%,64%,36%,82%,59%	59%	68%	58%	58%	56%	53%	51%	58%	58%	59%,68%,58%,58%,56%,53%,51%,58%,58%	52%,65%,50%,20%,60%,60%,60%,20%,50%	71%,80%,75%,40%,80%,70%,70%,60%,75%	41%,65%,30%,50%,10%,10%,20%,70%,50%	65%,60%,60%,80%,60%,80%,40%,60%,75%	63%,70%,65%,80%,70%,50%,70%,60%,50%	59%,68%,58%,58%,56%,53%,51%,58%,58%	58%,65%,53%,70%,71%,38%,52%,60%,61%	59%,70%,68%,65%,33%,67%,40%,50%,43%	59%,70%,51%,44%,58%,50%,58%,63%,65%	59%	58%	59%	59%	59%,58%,59%,59%	68%,65%,70%,70%	58%,53%,68%,51%	58%,70%,65%,44%	56%,71%,33%,58%	53%,38%,67%,50%	51%,52%,40%,58%	58%,60%,50%,63%	58%,61%,43%,65%	59%,58%,59%,59%	52%,68%,46%,46%	71%,78%,74%,64%	41%,26%,51%,36%	65%,58%,50%,82%	63%,61%,70%,59%
Digital manufacturing platforms	44%	38%	35%	53%	51%	42%	44%,38%,35%,53%,51%,42%	48%,40%,25%,60%,65%,48%	50%,40%,60%,55%,55%,45%	44%,40%,30%,60%,70%,20%	58%,40%,30%,70%,50%,90%	38%,20%,40%,60%,40%,20%	18%,0%,30%,10%,20%,20%	51%,40%,30%,60%,70%,50%	38%,45%,25%,45%,35%,38%	44%,38%,35%,53%,51%,42%	43%,32%,30%,56%,53%,39%	54%,50%,50%,60%,61%,50%	34%,33%,24%,36%,41%,39%	44%	48%	50%	44%	58%	38%	18%	51%	38%	44%,48%,50%,44%,58%,38%,18%,51%,38%	38%,40%,40%,40%,40%,20%,0%,40%,45%	35%,25%,60%,30%,30%,40%,30%,30%,25%	53%,60%,55%,60%,70%,60%,10%,60%,45%	51%,65%,55%,70%,50%,40%,20%,70%,35%	42%,48%,45%,20%,90%,20%,20%,50%,38%	44%,48%,50%,44%,58%,38%,18%,51%,38%	43%,55%,47%,30%,64%,46%,26%,40%,35%	54%,48%,70%,47%,83%,56%,10%,64%,46%	34%,39%,32%,50%,37%,7%,8%,50%,35%	44%	43%	54%	34%	44%,43%,54%,34%	48%,55%,48%,39%	50%,47%,70%,32%	44%,30%,47%,50%	58%,64%,83%,37%	38%,46%,56%,7%	18%,26%,10%,8%	51%,40%,64%,50%	38%,35%,46%,35%	44%,43%,54%,34%	38%,32%,50%,33%	35%,30%,50%,24%	53%,56%,60%,36%	51%,53%,61%,41%,	42%,39%,50%,39%
Robotics and factory automation	51%	61%	49%	51%	50%	46%	51%,61%,49%,51%,50%,46%	56%,80%,40%,60%,55%,50%	53%,55%,60%,60%,45%,48%	49%,80%,20%,60%,60%,40%	56%,60%,30%,60%,70%,60%	53%,100%,40%,40%,60%,50%	42%,20%,60%,40%,50%,30%	47%,80%,50%,30%,30%,60%	46%,40%,70%,45%,40%,40%	51%,61%,49%,51%,50%,46%	47%,45%,56%,48%,49%,42%	54%,71%,45%,55%,54%,52%	51%,64%,49%,46%,49%,48%	51%	56%	53%	49%	56%	53%	42%	47%	46%	51%,56%,53%,49%,56%,53%,42%,47%,46%	61%,80%,55%,80%,60%,100%,20%,80%,40%	49%,40%,60%,20%,30%,40%,60%50%,70%	51%,60%,60%,60%,60%,40%,40%,30%,45%	50%,55%,45%,60%,70%,60%,50%,30%,40%	46%,50%,48%,40%,60%,50%,30%,60%,40%	51%,56%,53%,49%,56%,53%,42%,47%,46%	47%,52%,49%,40%,43%,77%,48%,27%,41%	54%,59%,58%,59%,58%,39%,20%.57%,54%	51%,55%,51%,44%,63%,50%,50%,56%,46%	51%	47%	54%	51%	51%,47%,54%,51%	56%,52%,59%,55%	53%,49%,58%,51%	49%,40%,59%,44%	56%,43%,58%,63%	53%,77%,39%,50%	42%,48%,20%,50%	47%,27%,57%,56%	46%,41%,54%,46%	51%,47%,54%,51%	61%,45%,71%,64%	49%,56%,45%,49%	51%,48%,55%,46%	50%,49%,54%,49%	46%,42%,52%,48%
Digital twins	17%	18%	21%	23%	15%	13%	17%,18%,21%,23%,15%,13%	24%,25%,30%,40%,35%,8%	15%,5%,15%,40%,10%,10%	13%,20%,20%,10%,0%,20%	18%,40%,10%,20%,20%,10%	9%,20%,0%,0%,20%,10%	31%,20%,50%,20%,30%,30%	16%,20%,20%,10%,0%,30%	13%,15%,20%,15%,5%,13%	17%,18%,21%,23%,15%,13%	14%,5%,22%,26%,14%,11%	24%,29%,13%,27%,29%,22%	14%,18%,27%,11%,8%,7%	17%	24%	15%	13%	18%	9%	31%	16%	13%	17%,24%,15%,13%,18%,9%,31%,16%,13%	18%,25%,5%,20%,40%,20%,20%,20%,15%	21%,30%,15%,20%,10%,0%,50%,20%,20%	23%,40%,40%,10%,20%,0%,20%,10%,15%	15%,35%,10%,0%,20%,20%,30%,0%,5%	13%,8%,10%,20%,10%,10%,30%,30%,13%	17%,24%,15%,13%,18%,9%,31%,16%,13%	14%,10%,16%,0%,0%,0%,39%,13%,15%	24%,32%23%,24%,42%,6%,10%,29%,14%	14%,24%,5%,11%,16%,21%,33%,6%,11%	17%	14%	24%	14%	17%,14%,24%,14%	24%,10%,32%,24%	15%,16%,23%,5%	13%,0%,24%,11%	18%,0%,42%,16%	9%,0%,6%,21%	31%,39%,10%,33%	16%,13%,29%,6%	13%,15%,14%,11%	17%,14%,24%,14%	18%,5%,29%,18%	21%,22%,13%,27%	23%,26%,27%,11%	15%,14%,29%,8%	13%,11%,22%,7%
Predictive maintenance	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%	0%	0%	0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%
Threat-map dashboard	30%	33%	25%	38%	36%	22%	30%,33%,25%,38%,36%,22%	24%,25%,25%,25%,35%,18%	27%,15%,25%,40%,35%,23%	38%,80%,20%,50%,60%,0%	53%,40%,30%,80%,60%,50%	40%,60%,30%,50%,40%,30%	20%,0%,40%,0%,20%,30%	31%,40%,30%,40%,20%,30%	27%,45%,15%,35%,30%,18%	30%,33%,25%,38%,36%,22%	31%,27%,30%,41%,44%,21%	27%,29%,26%,29%,29%,24%	32%,38%,22%,54%,33%,20%	30%	24%	27%	38%	53%	40%	20%	31%	27%	30%,24%,27%,38%,53%,40%,20%,31%,27%	33%,25%,15%,80%,40%,60%,0%,40%,45%	25%,25%,25%,20%,30%,30%,40%,30%,15%	38%,25%,40%,50%,80%,50%,0%,40%,35%	36%,35%,35%,60%,60%,40%,20%,20%,30%	22%,18%,23%,0%,50%,30%,30%,30%,18%	30%,24%,27%,38%,53%,40%,20%,31%,27%	31%,26%,26%,50%,43%,46%,26%,33%,28%	27%,29%,28%,12%,67%,17%,30%,29%,21%	32%,15%,27%,56%,53%,64%,0%,31%,28%	30%	31%	27%	32%	30%,31%,27%,32%	24%,26%,29%,15%	27%,26%,28%,27%	38%,50%,12%,56%	53%,43%,67%,53%	40%,46%,17%,64%	20%,26%.30%,0%	31%,33%,29%,31%	27%,28%,21%,28%	30%,31%,27%,32%	33%,27%,29%,38%	25%,30%,26%,22%	38%,41%,29%,54%	36%,44%,29%,33%	22%,21%,24%,20%
Track and trace solutions	32%	27%	27%	37%	45%	26%	32%,27%,27%,37%,45%,26%	30%,20%,35%,35%,35%,28%	28%,35%,35%,10%,35%,25%	49%,80%,50%,50%,80%,0%	40%,20%,20%,70%,40%,40%	47%,40%,40%,60%,50%,40%	24%,20%,10%,20%,20%,50%	47%,60%,30%,40%,50%,60%	21%,5%,5%,40%,55%,10%	32%,27%,27%,37%,45%,26%	26%,9%,22%,30%,37%,25%	33%,29%,29%,33%,54%,28%	36%,36%,29%,54%,46%,25%	32%	30%	28%	49%	40%	47%	24%	47%	21%	32%,30%,28%,49%,40%,47%,24%,47%,21%	27%,20%,35%,80%,20%,40%,20%,60%,5%	27%,35%,35%,50%,20%,40%,10%,30%,5%	37%,35%,10%,50%,70%,60%,20%,40%,40%	45%,35%,35%,80%,40%,50%,20%,50%,55%	26%,28%,25%,0%,40%,40%,50%,60%,10%	32%,30%,28%,49%,40%,47%,24%,47%,21%	26%,16%,23%,50%,36%,54%,26%,47%,13%	33%,38%,18%,35%,58%,44%,10%,57%,25%	36%,30%,43%,61%,32%,43%,33%,38%,26%	32%	26%	33%	36%	32%,26%,33%,36%	30%,16%,38%,30%	28%,23%,18%,43%	49%,50%,35%,61%	40%,36%,58%,32%	47%,54%,44%,43%	24%,26%,10%,33%	47%,47%,57%,38%	21%,13%,25%,26%	32%,26%,33%,36%	27%,9%,29%,36%	27%,22%,29%,29%	37%,30%,33%,54%	45%,37%,54%,46%	26%,25%,28%,25%
None of the above	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%	0%	0%	0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%
Q9. To what degree are you measuring the following ESG (environment, social, and governance) elements in your operations?
Diversity and inlcusion	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%	0%	0%	0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%
End of cycle impact (recyclability of materials, level of hazardous materials)	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%	0%	0%	0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%
Energy efficiency	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%	0%	0%	0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%
Environmental compatibility (reduced impact of products, services, and projects on natural environment)	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%	0%	0%	0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%
Factory floor safety	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%	0%	0%	0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%
Greenhouse gas emissions	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%	0%	0%	0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%
Health and safety aspects of products	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%	0%	0%	0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%
Supplier agreements	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%	0%	0%	0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%
Waste	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%	0%	0%	0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%
Q5. Which areas of distribution and logistics is your firm prioritizing over the next 1-2 years? Please select up to three.
Data collection and analytics	55%	49%	58%	60%	52%	55%	55%,49%,58%,60%,52%,55%	58%,65%,55%,60%,50%,58%	54%,40%,65%,70%,40%,55%	60%,40%,60%,70%,60%,60%	64%,60%,80%,70%,50%,60%	47%,20%,30%,60%,60%,50%	51%,40%,50%,60%,50%,50%	40%,20%,50%,30%,40%,50%	58%,60%,65%,55%,65%,53%	55%,49%,58%,60%,52%,55%	66%,64%,67%,56%,60%,74%	53%,46%,55%,55%,50%,56%	58%,51%,60%,64%,59%,57%	55%	58%	54%	60%	64%	47%	51%	40%	58%	55%,58%,54%,60%,64%,47%,51%,40%,58%	49%,65%,40%,40%,60%,20%,40%,20%,60%	58%,55%,65%,60%,80%,30%,50%,50%,65%	60%,60%,70%,70%,70%,60%,60%,30%,55%	52%,50%,40%,60%,50%,60%,50%,40%,65%	55%,58%,55%,60%,60%,50%,50%,50%,53%	55%,58%,54%,60%,64%,47%,51%,40%58%	54%,48%,53%,30%,79%,46%,57%,53%,57%	53%,59%,53%,76%,58%,56%,20%,21%,54%	58%,64%,57%,61%,58%,36%,67%,44%63%	55%	54%	53%	58%	55%,54%,53%,58%	58%,48%,59%,64%	54%,53%,53%,57%	60%,30%,76%,61%	64%,79%,58%,58%	47%,46%,56%,36%	51%,57%,20%,67%	40%,53%,21%,44%	58%,57%,54%,63%	55%,54%,53%,58%	49%,50%,46%,51%	58%,59%,55%,60%	60%,67%,55%,64%	52%,47%,50%,59%	55%,53%,56%,57%
Distribution centers	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%	0%	0%	0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%
Distribution channels	48%	52%	47%	47%	48%	47%	48%,52%,47%,47%,48%,47%	49%,45%,65%,50%,50%,43%	45%,40%,40%,45%,50%,48%	38%,20%,40%,40%,50%,30%	44%,60%,30%,60%,60%,20%	51%,40%,50%,30%,50%,80%	51%,60%,80%,10%,50%,60%	56%,60%,40%,90%,50%,40%	50%,75%,35%,50%,35%,53%	48%,52%,47%,47%,48%,47%	48%,59%,56%,44%,53%,41%	49%,54%,47%,47%,50%,50%	47%,46%,42%,50%,41%,55%	48%	49%	45%	38%	44%	51%	51%	56%	50%	48%,49%,45%,38%,44%,51%,51%,56%,50%	52%,45%,40%,20%,60%,40%,60%,60%,75%	47%,65%,40%,40%,30%,50%,80%,40%,35%	47%,50%,45%,40%,60%,30%,10%,90%,50%	48%,50%,50%,50%,60%,50%,50%,50%,35%	47%,43%,48%,30%,20%,80%,60%,40%,53%	48%,49%,45%,38%,44%,51%,51%,56%,50%	48%,52%,40%,40%,50%,62%,52%,67%,43%	49%,45%,58%,29%,33%,50%,70%,50%,57%	47%,55%,38%,44%,47%,43%,33%,50%,52%	48%	48%	49%	47%	48%,48%,49%,47%	49%,52%,45%,55%	45%,40%,58%,38%	38%,40%,29%,44%	44%,50%,33%47%	51%,62%,50%,43%	51%,52%,70%,33%	56%,67%,50%,50%	50%,43%,57%,52%	48%,48%,49%,47%	52%,59%,54%,46%	47%,56%,47%,42%	47%,44%,47%,50%	48%,53%,50%,41%	47%,41%,50%,55%
Distribution efficiency	65%	61%	65%	59%	66%	69%	65%,61%,65%,59%,66%,69%	76%,85%,90%,85%,65%,65%	72%,60%75%,65%,85%,73%	51%,20%,40%,60%,50%,70%	49%,60%,40%,20%,50%,80%	47%,80%,50%,30%,40%,50%	69%,40%,50%90%,80%,70%	58%,40%,70%,50%,60%,60%	65%,55%,65%,50%,75%,73%	65%,61%65%,59%,66%,69%	66%,64%,67%,56%,60%,74%	67%,58%,71%,64%,71%,70%	61%,62%,58%,54%,69%,59%	65%	76%	72%	51%	49%	47%	69%	58%	65%	65%,76%,72%,51%,49%,47%,69%,58%,65%	61%,85%,60%,20%,60%,80%,40%,40%,55%	65%,90%,75%,40%,40%,50%,50,70%,65%	59%,85%,65%,60%,20%,30%,90%,50%,50%	66%,65%,85%,50%,50%,40%,80%,60%,75%	69%,65%,73%,70%,80%,50%,70%,60%,73%	65%,76%,72%,51%,49%,47%,69%,58%,65%	66%,77%,79%,40%,50%,31%,65%,60%,70%	67%,71%,70%,71%,58%,50%,80%,50%,71%	61%,82%,65%,39%,42%,57%,67%,63%,57%	65%	66%	67%	61%	65%,66%,67%,61%	76%,77%,71,82%	72%,79%,70%,65%	51%,40%,71%,39%	49%,50%,58%,42%	47%,31%,50%,57%	69%,65%,80%,67%	58%,60%,50%,63%	65%,70%,71%,57%	65%,66%,67%,61%	61%,64%,58%,62%	65%,67%,71%,58%	59%,56%,64%,54%	66%,60%,71%,69%	69%,74%,70%,59%
Factoring in the impact of taxes and tariffs	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%	0%	0%	0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%
None of the above	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%	0%	0%	0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%
Robotics and factory automation	8%	7%	5%	14%	6%	6%	8%,7%,5%,14%,6%,6%	9%,15%,5%,5%,15%,8%	12%,5%,15%,25%,10%,8%	0%,0%,0%,0%,0%,0%	7%,0%,0%,20%,10%,0%	7%,0%,0%,10%,10%,10%	0%,0%,0%,0%,0%,0%	2%,0%,0%,0%,0%,10%	10%,10%,5%,30%,0%,8%	8%,7%,5%,14%,6%,6%	7%,9%,0%,7%,9%,7%	12%,8%,11%,16%,11%,10%	4%,5%,2%,14%,0%,2%	8%	9%	12%	0%	7%	7%	0%	2%	10%	8%,9%,12%,0%,7%,7%,0%,2%,10%	7%,15%,5%,0%,0%,0%,0%,0%,10%	5%,5%,15%,0%,0%,0%,0%,0%,5%	14%,5%,25%,0%,20%,10%,0%,0%,30%	6%,15%,10%,0%,10%,10%,0%,0%,0%	6%,8%,8%,0%,0%,10%,0%,10%,8%	8%,9%,12%,0%,7%,7%,0%,2%,10%	7%,16%,9%,0%,0%,15%,0%,0%,4%	12%,9%,18%,0%,25%,0%,0%,7%,25%	4%,3%,8%,0%,0%,7%,0%,0%,7%	8%	7%	12%	4%	8%,7%,12%,4%	9%,16%,9%,3%	12%,9%,18%,8%	0%,0%,0%,0%	7%,0%,25%,0%	7%,15%,0%,7%	0%,0%,0%,0%	2%,0%,7%,0%	10%,4%,25%,7%	8%,7%,12%,4%	7%,9%,8%,5%	5%,0%,11%,2%	14%,7%,16%,14%	6%,9%,11%,0%	6%,7%,10%,2%
Q10. Which areas is your Board of Directors prioritizing with respect to your company’s operations? Please select up to three
Cost	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%	0%	0%	0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%
Cybersecurity	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%	0%	0%	0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%
Digital workforce	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%	0%	0%	0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%
New products and markets (such as smart mobility, digital products, etc.)	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%	0%	0%	0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%
Quality	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%	0%	0%	0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%
Smart factory	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%	0%	0%	0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%
Supply chain	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%	0%	0%	0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%
Sustainability (Net Zero)	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%	0%	0%	0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%
None of the above/Don't know	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%	0%	0%	0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%
Q3. Which of the following supply chain areas is your company prioritizing over the next 1-2 years? Please select up to three.
Carbon footprint	23%	24%	24%	25%	18%	25%	23%,24%,24%,25%,18%,25%	16%,10%,20%,10%,20%,18%	28%,35%,30%,30%,10%,30%	33%,20%,50%,10%,40%,40%	31%,20%,20%,40%,30%,40%	27%,20%,10%,30%,20%,50%	16%,20%,30%,0%,20%,10%	16%,20%,10%,30%,10%,10%	23%,30%,20%,40%,10%,20%	23%,24%,24%,25%,18%,25%	18%,18%,15%,19%,16%,20%	35%,38%,32%,36%,29%,38%	16%,18%,22%,7%,13%,18%	23%	16%	28%	33%	31%	27%	16%	16%	23%	23%,16%,28%,33%,31%,27%,16%,16%,23%	24%,10%,35%,20%,20%,20%,20%,20%,30%	24%,20%,30%,50%,20%,10%,30%,10%,20%	25%,10%,30%,10%,40%,30%,0%,30%,40%	18%,20%,10%,40%,30%,20%,20%,10%,10%	25%,18%,30%,40%,40%,50%,10%,10%,20%	23%,16%,28%,33%,31%,27%,16%,16%,23%	18%,19%,33%,10%,29%,31%,0%,7%,11%	35%,18%,33%,53%,58%,28%,30%,36%,57%	16%,9%,16%,28%,16%,21%,33%,6%,15%	23%	18%	35%	16%	23%,18%,35%,16%	16%,19%,18%,9%	28%,33%,33%,16%	33%,10%,53%,28%	31%,29%,58%,16%	27%,31%,28%,21%	16%,0%,30%,33%	16%,7%,36%,6%	23%,11%,57%,15%	23%,18%,35%,16%	24%,18%,38%,18%	24%,15%,32%,22%	25%,19%,36%,7%	18%,16%,29%,13%	25%,20%,38%,18%
Consumer demands for improved speed and service (enhancing the customer experience)	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%	0%	0%	0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%
Cost control	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%	0%	0%	0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%
Demand forecasting	54%	61%	45%	55%	49%	58%	54%,61%,45%,55%,49%,58%	50%,50%,60%,45%,40%,53%	62%,70%,50%,60%,60%,65%	47%,40%,30%,50%,50%,60%	53%,60%,30%,60%,50%,70%	69%,80%,60%,70%,70%,70%	44%,80%,40%,40%,30%,50%	53%,60%,40%,50%,50%,70%	49%,60%,35%,60%,45%,48%	54%,61%,45%,55%,49%,58%	49%,50%,44%,52%,47%,51%	58%,63%,61%,58%,57%,56%	53%,67%,31%,50%,46%,70%	54%	50%	62%	47%	53%	69%	44%	53%	49%	54%,50%,62%,47%,53%,69%,44%,53%,49%	61%,50%,70%,40%,60%,80%,80%,60%,60%	45%,60%,50%,30%,30%,60%,40%,40%,35%	55%,45%,60%,50%,60%,70%,40%,50%,60%	49%,40%,60%,50%,50%,70%,30%,50%,45%	58%,53%,65%,60%,70%,70%,50%,70%,48%	54%,50%,62%,47%,53%,69%,44%,53%,49%	49%,48%,60%,40%,50%,85%,39%,53%,35%	58%,46%,65%,59%,42%,78%,60%,64%,64%	53%,58%,59%,39%,63%,43%,42%,44%,54%	54%	49%	58%	53%	54%,49%,58%,53%	50%,48%,46%,58%	62%,60%,65%,59%	47%,40%,59%,39%	53%,50%,42%,63%	69%,85%,78%,43%	44%,39%,60%,42%	53%,53%,64%,44%	49%,35%,64%,54%	54%,49%,58%,53%	61%,50%,63%,67%	45%,44%,61%,31%	55%,52%,58%,50%	49%,47%,57%,46%	58%,51%,56%,70%
None of the above	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%	0%	0%	0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%
Sourcing diversification	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%	0%	0%	0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%
Sourcing reliability	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%,0%,0%,0%,0%,0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%,0%,0%,0%,0%,0%,0%,0%,0%,	0%	0%	0%	0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%	0%,0%,0%,0%
Supply chain transparency	39%	42%	35%	50%	34%	36%	39%,42%,35%,50%,34%,36%	42%,40%,30%,55%,40%,43%	33%,35%,25%,50%,25%,30%	36%,60%,30%,30%,60%,10%	53%,60%,60%,70%,30%,50%	56%,80%,50%,70%,50%,40%	38%,40%,50%,50%,10%,40%	33%,60%,40%,30%,30%,20%	36%,30%,25%,45%,30%,43%	39%,42%,35%,50%,34%,36%	42%,32%,56%,48%,28%,46%	39%,46%,26%,53%,39%,32%	36%,46%,31%,46%,36%,25%	39%	42%	33%	36%	53%	56%	38%	33%	36%	39%,42%,33%,36%,53%,56%,38%,33%,36%	42%,40%,35%,60%,60%,80%,40%,60%,30%	35%,30%,25%,30%,60%,50%,50%,40%,25%	50%,55%,50%,30%,70%,70%,50%,30%,45%	34%,40%,25%,60%,30%,50%,10%,30%,30%	36%,43%,30%,10%,50%,40%,40%,20%,43%	39%,42%,33%,36%,53%,56%,38%,33%,36%	42%,39%,26%,60%,64%,54%,52%,33%t,43%	39%,43%,40%,24%,67%,50%,10%,29%,39%	36%,42%,32%,33%,37%,64%,33%,38%,26%	39%	42%	39%	36%	39%,42%,39%,36%	42%,39%,43%,42%	33%,26%,40%,32%	36%,60%,24%,33%	53%,64%,67%,37%	56%,54%,50%,64%	38%,52%,10%,33%	33%,33%,29%,38%	36%,43%,39%,26%	39%,42%,39%,36%	42%,32%,46%,46%	35%,56%,26%,31%	50%,48%,53%,46%	34%,28%,39%,36%	36%,46%,32%,25%
Vertical integration of supply chain	29%	33%	24%	42%	31%	21%	29%,33%,24%,42%,31%,21%	27%,15%,40%,25%,40%,20%	22%,25%,10%,40%,25%,15%	40%,100%,40%,50%,30%,10%	31%,20%,0%,40%,50%,40%	33%,40%,30%,60%,10%,30%	11%,40%,0%,20%,0%,10%	36%,20%,10%,40%,50%,50%	36%,45%,40%,60%,35%,18%	29%,33%,24%,42%,31%,21%	23%,23%,26%,26%,30%,17%	34%,42%,26%,45%,36%,24%	29%,33%,20%,50%,28%,23%	29%	27%	22%	40%	31%	33%	11%	36%	36%	29%,27%,22%,40%,31%,33%,11%,36%,36%	33%,15%,25%,100%,20%,40%,40%,20%,45%	24%,40%,10%,40%,0%,30%,0%,10%,40%	42%,25%,40%,50%,40%,60%,20%,40%,60%	31%,40%,25%,30%,50%,10%,0%,50%,35%	21%,20%,15%,10%,40%,30%,10%,50%,18%	29%,27%,22%,40%,31%,33%,11%,36%,36%	23%,19%,23%,30%,29%,31%,17%,13%,26%	34%,30%,23%,41%,33%,28%,10%,64%,54%	29%,27%,19%,44%,32%,43%,0%,31%,35%	29%	23%	34%	29%	29%,23%,34%,29%	27%,19%,30%,27%	22%,23%,23%,19%	40%,30%,41%,44%	31%,29%,33%,32%	33%,31%,28%,43%	11%,17%,10%,0%	36%,13%,64%,31%	36%,26%,54%,35%	29%,23%,34%,29%	33%,23%,42%,33%	24%,26%,26%,20%	42%,26%,45%,50%	31%,30%,36%,28%	21%,17%,24%,23%

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Manufacturing COO Pulse Survey

Reinventing manufacturing for a changed world

Click on the questions below to explore a sampling of our survey findings and click the tabs for sector, geography, and business size. For a deeper dive into the findings, use the drop-down menu. The figures shown represent the percentage of manufacturing executives who provided each answer.

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