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A Systems View Across Time and Space

Table 7 Measurement items, confirmatory factor analyses, and reliability analysis

From: Response to the global financial crisis: a follow-up study

 

Corrected item-total correlation

Pre-GFC

2012

2015

Product innovativeness (CA 2008 = .83, CA 2012 = .80, CA 2015 = .81, AVE* = 0.43)

 Our company actively develops new products in-house

.648

.592

.661

 Our company actively seeks new products from outside this organization

.554

.546

.412

 Our company sees creating new products as critical to our success

.789

.742

.790

 When it comes to creating new products, our company is far better than the competition

.674

.602

.697

Process and business systems innovativeness (CA 2008 = .90, CA 2012 = .91, CA 2015 = .88, AVE* = 0.46)

 Our company tends to be an early adopter of new manufacturing processes

.726

.726

.731

 Our company sees creating new manufacturing processes as critical to our success

.768

.768

.578

 Our company actively seeks new manufacturing processes from outside this organization

.670

.670

.550

 When it comes to creating new processes, our company is far better than the competition

.665

.665

.682

 Our company tends to be an early adopter of new business systems

.746

.746

.739

 Our company actively develops in-house business systems solutions

.597

.597

.582

 Our company sees creating new business systems as critical to our success

.708

.708

.627

 When it comes to creating new business systems, our company is far better than the competition

.744

.744

.705

Change in performance 2012–2015 (CA = .91, AVE* = 0.65)

 Improving yield or reduced material consumption

  

.880

 Reduce production costs

  

.573

 Improving production flexibility

  

.897

 Improving existing product quality

  

.876

Fit values**

 Comparative fit index (CFI) = 0.903

 Incremental fit index (IFI) = 0.905

 Comparative fit index (CFI) = 0.092

  1. CA Cronbach’s alpha, AVE average variance extracted
  2. *AVE based on the original 2013 study measuring innovativeness and performance between 2008 and 2012 (n = 141)
  3. **Fit values are based on the original 2013 study measuring innovativeness and performance between 2008 and 2012 (n = 141)