Analysing the impact of cultural diversity on corporate performance by feeding half-million Glassdoor reviews through a "Latent Dirichlet Allocation topic modeling" machine learning algorithm: "the “bag of words” approach... inductively infers categories... a statistical model that looks for words that tend to co-occur."Step 1:…

Online communities are uniquely suited to promote wide-scale inclusion because of their collaborative rather than directive structure—they reward members for their unique contributions instead of forcing compliance to a standard... don’t just assume ... [they] will immediately foster widespread inclusion... prioritize investment ... [to] institut…

despite all the talk about culture, many business leaders remain confused... organizational culture is “the shared basic assumptions, values, and beliefs... taught to newcomers as the proper way to think and feel...think of culture as a management system... makes the idea much more concrete...staff... make all sorts of decisions every day ... in a…

becoming a learning organization was nothing like winning a marathon ...cultivating an award-winning orchard... nurturing systems and culture to produce meaningful results... We embarked on a systematic and phased approach to cultivating the organization we all wanted.

Score 1 “My management culture is fucked up” point for each of the following:... You know what costs a lot of time? When good people quit.... Defined levels and career paths take work to develop. But they’re a straightforward way to give people mastery goals and direction. Ever look at some company getting it right and think, “How did they hire …

a new role that I believe will become more and more important: the Minister of Culture.WARNING: REAL CONTENT AHEAD! This essay links to most of the best research on culture. ... I’ll also show how to generate a culture score for your company and improve it. ... a full 3-6 month course on culture ... Don’t think of this as a long post — think of it…

'Innovation' threaded its way through a lot of the resources added to my TumblrHub last week: from innovation-friendly management through to innovative Content Management Systems for tomorrow's newsmedia business models and personal productivity tools.