{"id":241177,"date":"2014-01-28T22:45:11","date_gmt":"2014-01-29T03:45:11","guid":{"rendered":"http:\/\/www.eugenesis.com\/talent-development-improves-with-data-science\/"},"modified":"2014-01-28T22:45:11","modified_gmt":"2014-01-29T03:45:11","slug":"talent-development-improves-with-data-science","status":"publish","type":"post","link":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/behavioral-science\/talent-development-improves-with-data-science.php","title":{"rendered":"Talent Development Improves with Data Science"},"content":{"rendered":"<p><p>    YouTube Videos Comments  <\/p>\n<p>    With employee engagement continuing to trend towards all time    lows, regardless of the economy per Gallups measure, talent    management is increasingly important to organizations. In    another    vein, the upcoming IBM Chief HR Officer study found than    only 50 percent of organizations, across 342 CHROs representing    18 industries, are using workforce analytics in this    manner. The significance of talent has been increasing    over the past decade, while it seems, most organizations are    still not investing enough in its development.  <\/p>\n<p>    Talent acquisition and recruiting of new employees is certainly    improving with the rise of new approaches to candidate    engagement and public social media listening to get a better    understanding of candidates all around. Yet, talent management,    motivation, and employee retention continues to be the real    challenge. After all, every employee is an investment over time    from the organizations point of view to develop their    understanding of the company culture, operations, methodologies    and network. A sense of meaning and purpose regardless of where    they lie in the organization, pay grade or job role is what    drives engagement.  <\/p>\n<p>    At the IBM Connect 2014    conference, I came seeking to understand how IBM is    applying their knowledge of social networks and behavioral    science to this challenge. Their basis in both social network    and human resources software research and development puts them    at a logical advantage.  <\/p>\n<p>    On the first day, they unveiled the new IBM Kenexa    Talent Suite that combines these two key areas into to    provide support for Talent acquisition with recruitment    software, social sourcing of talent, and on-boarding    development of the hire; Talent optimization of performance    appraisals, succession planning, and compensation; Analytics    that support both areas; Social networks to increase    productivity through peer learning and knowledge discovery; and    integration into other HR systems.  <\/p>\n<p>    It comes at a crucial time harnessing some of the possibilities    of both analytics and social graphs. At a mere announcement it    is difficult to assess what these data capabilities will look    like, or how easy they will be to use for HR staff today. What    it suggests is a new role in HR with a basis in data science to    be able to work with the substantial data volumes that rise    from social interaction. As     Alistair Rennie of IBM indicated, Data is the new natural    resource but just like oil it has to be refined to be put to    real use We need to make those analytics much more accessible    to business people.  <\/p>\n<p>    In my most recent prior    article, I suggested some new approaches to applying data    science in leadership development. I had written about ways to    detect informal leaders in the organization that influence the    employee base independent of their position in the hierarchy.    Some have said to me directly that there are organizational    leaders who prefer not to know or ignore such informal leaders    because it challenges the structure of hierarchical leadership.    Yet, I think we all have a sense that there are such leaders    out there. What we need are better means to detect them. In    that article, I described a very basic approach of    understanding centrality in the organizational network through    Social Network Analysis (SNA), also called Organizational    Network Analysis (ONA).  <\/p>\n<p>        David Millen of Research Scientist at IBM Center for Social    Software noted that I should not only talk about centrality,    but also valencedoes the person have a positive or negative    impact on the network. He suggested looking at     energy networks as investigated by Prof Rob Cross of the Univ.    of Virginia, and a pioneer of ONA. The concept    was simple, map the relationships, and then ask the people if    they felt energized or de-energized working with particular    other people in their networkthis is done by opinion polling,    rather than sentiment analysis of each person. What you end up    with is a more accurate view of employees by the energy they    give out to others they collaborate with.  <\/p>\n<p>    Mr. Rennies response focused on the simplification of these    techniques into tools that HR business roles could use. The    IBM Kenexa Talent Suite is very unique It will sit on top of    Watson solutions Make it accessible through natural language    query Provide visualization of that data in the right context.    Beyond that, you need know what question to ask. IBM points to    the study of behavioral science as the catalyst to get to those    insights.  <\/p>\n<p>    The tools may soon be available but first we still need that    drive within organizations to transform their HR operations to    provide the enterprise social networks that employees need.    Such networks also become the source of the data that they can    apply to talent management and workforce analytics. It enhances    the role of HR with new capabilities that bring it to modern    data-based decision-making. While I will stop short of calling    it predictive analytics, it certainly goes further to identify    the reality of the complex view of your talent growing,    supporting, starving or stepping to leave your organization.  <\/p>\n<p><!-- Auto Generated --><\/p>\n<p>Original post:<br \/>\n<a target=\"_blank\" href=\"http:\/\/www.i4u.com\/2014\/01\/61981\/data-science-revitalizes-talent-development\" title=\"Talent Development Improves with Data Science\">Talent Development Improves with Data Science<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p> YouTube Videos Comments With employee engagement continuing to trend towards all time lows, regardless of the economy per Gallups measure, talent management is increasingly important to organizations. In another vein, the upcoming IBM Chief HR Officer study found than only 50 percent of organizations, across 342 CHROs representing 18 industries, are using workforce analytics in this manner. The significance of talent has been increasing over the past decade, while it seems, most organizations are still not investing enough in its development <a href=\"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/behavioral-science\/talent-development-improves-with-data-science.php\">Continue reading <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":57,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"limit_modified_date":"","last_modified_date":"","_lmt_disableupdate":"","_lmt_disable":"","footnotes":""},"categories":[577410],"tags":[],"class_list":["post-241177","post","type-post","status-publish","format-standard","hentry","category-behavioral-science"],"modified_by":null,"_links":{"self":[{"href":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/wp-json\/wp\/v2\/posts\/241177"}],"collection":[{"href":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/wp-json\/wp\/v2\/users\/57"}],"replies":[{"embeddable":true,"href":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/wp-json\/wp\/v2\/comments?post=241177"}],"version-history":[{"count":0,"href":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/wp-json\/wp\/v2\/posts\/241177\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/wp-json\/wp\/v2\/media?parent=241177"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/wp-json\/wp\/v2\/categories?post=241177"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/wp-json\/wp\/v2\/tags?post=241177"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}