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Special Quality Study

 We have done hundreds of studies with financial data and will continue these in the future. We examine different time periods, industry trends, company size trends and many other factors. Occasionally, we do specialized, one-time studies with our database. One of these was done with quality and customer satisfaction data.

 We were able to get quality and customer satisfaction data on only a portion of the companies in our database (approximately 100 of 330). For the most part this data does not exist or is not publicly available. However, in some industries (e.g., the automobile industry) there is detailed information on the quality of company products and customer satisfaction with the products.

 What we did was take the company overall rating on quality/customer satisfaction and standardize it against an industry norm. This means that each industry would have a mean (average) quality or customer satisfaction score of 100. A score of 110, for example, would translate to the exact same amount above the mean in each industry. This enabled us to combine company scores across industries.

 We correlated each of the 80 people management practices with this composite quality/customer satisfaction score. We found that 60 or the 80 items had a significant correlation with success at quality or customer satisfaction. The item which correlated highest with quality was whether the company had a participative management style. Not surprisingly, this item has correlated highest over the years with our various financial criteria.

 Bear in mind, our items were not developed to predict quality or customer satisfaction. They were developed to predict financial success. Yet it was interesting to discover the relation to quality. This is, of course, somewhat expected since success at quality plays a part in a company's overall financial success.

Our Current Work

 We continue to search for additional predictors of financial success that pertain to people management. The predictive power of what we have is so strong that it is hard to improve upon. Yet we keep looking.


We maintain a qualitative database of company best practices in people management.




 The eighty people management practices that we have found to predict company financial success fall into the following categories:

  Management style
  Company culture and goals
  Organization structure
  Communications practices
  Quality and customer satisfaction
  Recognition and reward practices
  Employee development practices
  Employee accommodation practices
  Selection/promotion practices
  Job design


 Each of the eighty practices is measured on a five-point scale. This makes it possible for us to measure "soft stuff" with a great deal of precision. The scales enable us to roll together scores for an entire company and then do research with these scores. We have created national norms, industry norms, and leading company norms by grouping the 330 companies in our database into different demographic groups.

Best Practices Database

 In addition to a quantitative database of company information, we collect a qualitative database. This tells us what the company is doing and how its scores got to be so high. We gather this information by doing a direct on-site examination of the company's people management practices. For example, we take a look at the exact recognition and reward programs and policies that exist.

 In addition, we run focus group meetings with randomly chosen employees at a company. If the company is doing something exceptional in some aspect of people management, employees will tell us this in the focus group meetings. Likewise, if the company's activities are poor or missing, we would know this. The focus groups help us understand what the company does and what employees want.

 The qualitative database enables us to provide companies with very specific recommendations on how to change their practices. For example, say that a given company has ineffective technical training for its employees and we know this through their survey scores. We can then look up the practice leaders in this exact area. We share with the company needing help who the leaders are and what they are doing that makes their technical training so effective.

 We actively manage the best practices database, and share out the information in it with participating companies. This ensures that each company knows precisely how to change whatever needs changing. This database is constantly being updated, as is the quantitative database of norms.

Assessment Process

 Companies that participate in the assessment of people management practices participate in the following activities:

 1. Employee surveys (either sampling or the entire workforce).

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