Which approaches/methods and typologies or models could we use to examine organizational performance? I have my own biases and ideas so here are a few but I need help.

I have started analyzing company performance from a project management perspective, since I am one and I have studied many. I have taken methodical approaches, using first a few variables, then many. First I examined leadership factors. Then I looked a combinations of the three levels (organization: firm size etc.), group (teams, leaders, time working together, etc.), and individual (leadership experience, demographics, etc.). Some of the key variables are outlined in once of my proposed models at http://kennethstrang.com/ijrcm/cfp.pdf [refer to figure 1]. I have used company data and big data analytics, only the former yielded any useful results.

Recently I published several studies examining leader attributes with numerous multi-level control factors - I will post the papers here in the near future. Right now my ideas are that organizational capability could be a key factor pointing to better performance (see the factor "operations process & capability" in figure 1 cited above). More importantly, I think we could look at lack of capability or better still problems, errors, nonconformances to identify what is causing failures instead of always thinking I need to examine good outcomes? Any ideas?

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