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    Entries in Technology (426)

    Monday
    Jan062014

    Welcome back

    Happy 2014!

    It's good to be back as it were, after a couple of weeks of running old posts, not writing much of anything new, and more or less laying low and attempting to keep warm. I did learn at least one new phrase over the holidays, 'Polar Vortex', although it is assuredly one I could have done without.

    Prior to the holidays kicking off, as I was scrolling back through the 2013 blog archives to find what I thought were some of the better and most representative posts to re-publish it during the last two weeks it struck me (finally) as to what this blog is really about, or perhaps said better, what topics and subjects about which I am actually interested in learning, sharing, and offering opinions on.  For me, 2013 was mostly about three main subject areas:

    1. Advances in robot technology and the increasing automation of the workplace and of other technologies (like self-driving cars, Google Glass, etc.).

    2. Macro economic, demographic, and societal trends that impact our organizations and our professional lives. Things like the aging of the workforce and the true or possibly not true skills gap that gets bandied about from time to time.

    3. How data is changing work, the practice of HR and management, and even our personal lives as well. In that vein, my single favorite post from 2013 was the one about the trucking company that is combining operational data from the trucks themselves with ‘softer’ HR data to make managerial interventions.

    There are some other things mixed in there for sure, like sports and HR and the occasional rant/take on the (tiresome) ‘Company culture is more important that anything’ meme that will never seem to go away. And I will (naturally) use this blog to help promote those things that do keep the lights on, like the HR Technology Conference, HRevolution, the HR Happy Hour Show, and other miscellaneous things I will be doing in 2014. But for the most part the blog will remain about what I think are the most interesting and most important ideas and topics that affect the way we work and the way we interact with technology to do that work.

    Since this blog, or most anyone's personal blog for that matter, is just an outlet and a hobby more or less, it naturally is going to reflect my interests, Whether or not anyone else finds them interesting is another matter. My sense from a cursory scan of site traffic over the years suggests that there are at least a few of you out there, but your numbers certainly aren't growing too much!

    But regardless of traffic or comments or social shares, I personally still find writing on the blog to be fun, challenging, and beneficial. And I do want to thank everyone that has visited in the past and that will stop by in 2014.

    As always, I welcome comments, ideas, suggestions, etc. I will note, and this is is mainly for the PR types that might see this, I am really not that interested in running guest posts from people I have never met, publishing your client’s infographics about anything, or writing about anything that is ‘under embargo’.

    Ok, that is it  - have a fantastic, successful, and fun 2014 everyone!

    Thursday
    Jan022014

    REPRISE: Happiness and HR Data - Coming to a Delivery Truck Near You

    Note: The blog is taking some well-deserved rest for the next two weeks (that is code for I am pretty much out of decent ideas, and I doubt most folks are spending their holidays reading blogs anyway), and will be re-running some of best, or at least most interesting posts from 2013. Maybe you missed these the first time around or maybe you didn't really miss them, but either way they are presented for your consideration. Thanks to everyone who stopped by in 2013!

    If 2013 was the year of Robots and Automation, then the first runner up for topic of the year would probably have been Data and Analytics. The below post was my personal favorite example of the topic and what the future (the near future I bet) will hold for how data about people will be combined with data about machines and mashed up with process design in order to drive business outcomes. The piece originally ran in August 2013.
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    Happiness and HR Data - Coming to a Delivery Truck Near You

    Sometimes in all the conversation in the HR/talent space about the increased use of data, Big Data, and workforce analytics by HR leaders and organizations that practical, innovative (and possibly somewhat creepy), examples of how all this data coupled with better tools to understand it all are sometimes hard to find. Or hard to understand. Or not really specific enough that they resonate with many HR and Talent pros.

    Lots of the articles and analysis about data and analytics for HR end up reading more like, 'This is going to be important', or 'This is going to be extremely important and you are not ready for it', or even 'This is going to be extremely important, you are not ready for it, but I (or my company) is ready to help you sort it out.'

    Fortunately for you, this is not one of those kind of articles.

    Over the weekend I read a long-ish piece called Unhappy Truckers and Other Algorithmic Problems on the Nautilus site, that provides one of the most interesting and practical examples of how a better understanding of HR data, (among other things), is helping transportation companies plan routes, assign work, and execute managerial interventions, often before they are even needed.

    At the core of most transportation and delivery problems is essentially a logistics challenge as the 'Traveling Salesman' problem.  Given a fixed time period, say a day or an 8-Hour shift, and set number of destinations to visit to make sales calls, how then should the traveling salesman plan his route for the maximum efficiency. 

    For a salesperson making four or five stops in a day the problem is usually not that hard to solve, but for say a UPS or FedEx delivery truck driver who may have as many as 150 stops in a day - well that problem of math and logistics gets much, much more complex.  And, as the piece from Nautilus describes, the Traveling Salesman problem is not only incredibly important for transportation companies to try and solve, it becomes even more complex when we factor in the the delivery drivers are actual human beings, and not just parts of an equation on a whiteboard.

    Check out this excerpt from the piece to see how one (unnamed) delivery company is taking HR and workforce data, couples with the realization that indeed, people are a key element,  and baking it in to the classic math problem of the Traveling Salesman:

    People are also emotional, and it turns out an unhappy truck driver can be trouble. Modern routing models incorporate whether a truck driver is happy or not—something he may not know about himself. For example, one major trucking company that declined to be named does “predictive analysis” on when drivers are at greater risk of being involved in a crash. Not only does the company have information on how the truck is being driven—speeding, hard-braking events, rapid lane changes—but on the life of the driver. “We actually have built into the model a number of indicators that could be surrogates for dissatisfaction,” said one employee familiar with the program.

    This could be a change in a driver’s take-home pay, a life event like a death in the family or divorce, or something as subtle as a driver whose morning start time has been suddenly changed. The analysis takes into account everything the company’s engineers can think of, and then teases out which factors seem correlated to accident risk. Drivers who appear to be at highest risk are flagged. Then there are programs in place to ensure the driver’s manager will talk to a flagged driver.

    In other words, the traveling salesman problem grows considerably more complex when you actually have to think about the happiness of the salesman. And, not only do you have to know when he’s unhappy, you have to know if your model might make him unhappy. Warren Powell, director of the Castle Laboratory at Princeton University’s Department of Operations Research and Financial Engineering, has optimized transportation companies from Netjets to Burlington Northern. He recalls how, at Yellow Freight company, “we were doing things with drivers—they said, you just can’t do that.” There were union rules, there was industry practice. Tractors can be stored anywhere, humans like to go home at night. “I said we’re going to need a file with 2,000 rules. Trucks are simple; drivers are complicated."

    Did you catch all the HR/talent/workforce data baked into the model described above?

    Payroll, time and attendance, life events that likely would show up in the benefits admin system, scheduling are all mentioned, and I bet digging deeper into the model we'd find even more 'talent' elements like supervisor or location changes, time since a driver's last compensation increase, and maybe even 'softer' items like participation in company events or number of unread emails in their inbox.

    The specifics of what bits of talent data aere being incorporated into the process matter less than the fact that in the example the HR data is being mashed up so to speak with the 'hard' data from the truck itself (which is another interesting story as well), and analyzed against past driver experiences to alert managers as to when and where an accident is more likely to occur.

    There is even more to the problem than the technical observations from the truck itself, and the alogorithms' assessment of the HR/Talent data - things like Union rules and contracts factor into the equation as well. 

    But for me, this example of taking HR data and using it not just to try and 'predict' HR events like involuntary turnover or a better or worse performance review score, and apply it to real business outcomes, (the likelihood of accidents) represents a great example of where 'Big Data for HR' is heading.

    I definitely recommend taking a few minutes this week to read the entire piece on the Nautilus site, and then think about some the next time the FedEx driver turns up with a package.

    Wednesday
    Jan012014

    REPRISE: The State of the Future

    Note: The blog is taking some well-deserved rest for the next two weeks (that is code for I am pretty much out of decent ideas, and I doubt most folks are spending their holidays reading blogs anyway), and will be re-running some of best, or at least most interesting posts from 2013. Maybe you missed these the first time around or maybe you didn't really miss them, but either way they are presented for your consideration. Thanks to everyone who stopped by in 2013!

    Since it is New Year's Day, and I am purposefully avoiding writing an inane 'predictions' post  (Wow, do you really think mobile will be big in 2014?), I found the closest thing to the same kind of piece in the 2013 archive. The below post took a look at what people who make a living attempting to see the future, i.e. Futurists, talk about when they get together to talk about the Future. The piece originally ran in July 2013.
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    The State of the Future

    Pretty much every HR/workplace/talent blog or blogger has at one time or another taken a stab at defining or predicting the 'Workplace of the future' or tried to opine on 'The future of work.' Speculating on the future is kind of fun for a blogger, I know I have done a bunch of pieces like that over the years. Those kind of posts are also fun due to the complete lack of accountability towards the accuracy of any of the predictions. I could post that intelligent and full articulated robots like Atlas, (aside - Atlas is super cool, and I have to post about him/her/it separately), will replace all HR/Talent functions in the organization by 2020 and pretty much feel confident even if I am wrong, no one is going to call me out about it seven years from now.

    But there is another category of folks that spend even more time waxing philosophic about the future - actual futurists. People who spend pretty much all their time trying to spot new trends, consider what new technologies may emerge, (and how existing ones will change the world), and often try to help companies and governments with long, and even really long-term planning.  

    And when futurists get together, they talk about the future - duh!. And just like in the HR space when after a big event like SHRM or HR Tech there are articles posted that reflect not just on the event itself, but also on the industry overall. And often these 'state of the industry/discipline' pieces are more interesting than specific or detailed event reports. A really good industry thinker is concerned more with and attempts to make these larger connections and conclusions by piecing together, comparing, and connecting lots of smaller data points.

    So why did I start this post talking about futurists?

    Because over the weekend I read this really interesting piece titled Dispatch From the Futures: Thoughts on WorldFuture2013, about a recent conference for futurists, and the overall state of that discipline - a kind of 'State of the Future' if that makes sense. 

    In the piece, the author breaks down what he/she, sees as some of the challenges facing the folks who get paid to see into the future, and while I encourage you to check out the entire piece, I'm going to drop a couple of the issues raised here, as I think they do resonate with folks in the HR/Talent space.

    From the Futurist:

    Radar or Canvass?  Is foresight and the work of futurists primarily focused on scanning for dangerous futures (radar) or building new ones (canvass)?  Again, this is a false dichotomy, but an important one.  My sense is that governments and larger corporations focus on radar, while innovative companies focus on the canvass.  And this thought experiment leads me to one of the more interesting questions posed at WorldFuture. 

    HR takeaway?

    When faced with something new - like the emergence of social media, or of wearable technology, or of changing demands of a new generation of workers - how much time do you spend thinking and preparing for the worst, or at least thinking about things through a lens of risk mitigation? What percent of your time is spent developing ways to positively leverage these changes?

    From the Futurist:

    New Novelties vs. Megatrends: There is a tension between learning about entirely new future scenarios on one hand and exploring the evolution of already identified megatrends.  Take 3D printing.  Most of my friends at WorldFuture were already well aware of 3D printing and its impacts on the futures.  But, despite the fact that most futurists were all over 3D printing several years ago, this tech is still in its infancy and could revolutionize manufacturing and commerce.  It’s a huge and important trend worthy of study regardless of how long it’s been on your radar.

    HR takeaway?

    It is really easy to want to jump two or three steps ahead of the organization and push for adoption of the very latest and coolest new thing. But are you getting the most benefit out of the 'old' tools and technologies you already possess? Chances are there is a lot of untapped potential in things that seem old, but really are new to you and your teams. You don't always need to be first to adopt something in order to seem cool.

    From the Futurist:

    Resilience:  Although very few sessions covered this topic, many of my discussions were on resilience.  If the industrial era was about efficiency, perhaps the near future will be most about resilience, as people and societies develop hedging strategies as a means of coping with dramatic change.  How might we classify these resilience strategies? 

    HR takeaway?

    Are you assessing candidates for something like resilience? Are you coaching managers and leaders to instill this trait in their teams? Do you even consider yourself and your HR shop to be resilient? If the futurists are right about this one, it seems like you should be thinking just a little about how or not your organization stacks up here.

    Like I mentioned you should take a few minutes and check out the entire piece here and I will let it go at that.

    You might think that the Futurists are kind of the modern-day snake oil hucksters, but one thing is for certain - the future is coming for you and your organization whether you are prepared for it or not.

    Tuesday
    Dec312013

    REPRISE: By 2015, you'd better be a content creator

    Note: The blog is taking some well-deserved rest for the next two weeks (that is code for I am pretty much out of decent ideas, and I doubt most folks are spending their holidays reading blogs anyway), and will be re-running some of best, or at least most interesting posts from 2013. Maybe you missed these the first time around or maybe you didn't really miss them, but either way they are presented for your consideration. Thanks to everyone who stopped by in 2013!

    I wrote almost incessantly about robots and automation in 2013. Sorry. Once in a while I tried to be constructive and offer some advice and ideas as to how to manage in the new world of work, one where 'the man' will conspire with 'big robot' to destroy everything you love. The below post was one example of that - a look at how technology equipment patterns affect usage and what that means for out careers. The piece originally ran in June 2013.
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    By 2015, you'd better be a content creator

    I peeled my eyes away long enough from the ongoing drama at Rutgers University (by the way, catch a special HR Happy Hour Show on all things Rutgers here), to catch the news that market research and analyst firm IDC is predicting that by 2015 global shipments of tablet devices are expected to overtake shipments of PCs.

    Here are the specifics of what IDC is forecasting for tablets and PCs as reported by Bloomberg:

    Tablet shipments are projected to grow 45 percent from this year to reach 332.4 million in 2015, compared with an estimated 322.7 million for PCs, according to Framingham, Massachusetts-based IDC. PC shipments may decline 7.8 percent this year, the worst annual drop on record, the researcher said, a revision from its prior projection for a 1.3 percent decrease.

    Pretty interesting if not terribly surprising I suppose. Just think about how much personal computing (taken generally) has changed since the introduction of the first iPad just a few years ago. Chances are you or someone in your family, or maybe everyone in your family, had jumped into the tablet craze. And why not? Tables are fantastic for watching movies on the plane, checking up on your social networks, playing games, and sure, tapping out that odd email or two when you are on the road or on a plane.

    Pretty obvious right? But worth repeating and thinking about what this means. Hers is more from the Bloomberg piece:

    More portable, affordable and backed by hundreds of thousands of applications, tablets are replacing PCs as consumers’ main tool for checking e-mail, browsing websites and accessing music and movies.

    Read it again and think about what, so far, you and pretty much everyone else does with a tablet. You sit back. You relax maybe. You have the TV on while you are messing with your iPad. You consume. Movies, books, your friend's updates on Facebook. Sure you might send the odd email or two, but you probably read 10 more for every one you actually create and send.

    If the trends in the growth of tablet shipments that IDC predicts are accurate, then in just a couple of years more personal devices that are primarily oriented on consuming content will hit the market than ones whose primary purpose is creating content. All the content that you and me and most working stiffs create, even boring content like spreadsheets and slide decks, (that pay the bills for lots of us), are created on PCs. Even 'creative' stuff like blog posts (other blogs I mean), and graphics and podcast and video editing - all done on PCs or more powerful machines.

    To date, hardly anything is created on tablets. That doesn't mean they aren't amazing tools and certainly the growth and trends indicate the market values the form factor and capability. But mostly, and probably for a while, they will exist for personal and business use cases as consumption devices.

    And by 2015 and beyond, with more and more of these consumption devices out in the world it seems to me the place you want to be isn't sitting back on the couch consuming right along with everyone else. It seems to me the place you want to be is on the content creation side.

    I think you want to be the person pushing content and value (and hopefully getting paid for it), to these millions and millions of consumption devices.

    But that is just my opinion.

    Written on a PC.

    Monday
    Dec302013

    REPRISE: Human Resources when there are fewer humans around

    Note: The blog is taking some well-deserved rest for the next two weeks (that is code for I am pretty much out of decent ideas, and I doubt most folks are spending their holidays reading blogs anyway), and will be re-running some of best, or at least most interesting posts from 2013. Maybe you missed these the first time around or maybe you didn't really miss them, but either way they are presented for your consideration. Thanks to everyone who stopped by in 2013!


    The below post is another take, one a little more 'HR-centric' of the topic I talked about the most in 2013 - the continual and increasing encroachment and pressure that technology and automation is having on the workplace - rendering more and more of us if not obsolete, at least significantly less relevant. The piece originally ran in May 2013.
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    Human Resources when there are fewer humans around 

    The below chart (or a version of it) has been making the rounds plenty in the last year or so as the American economy rebounds and seemingly continues to strengthen coming out of the financial crisis and ensuing recession of the late aughts.

    It shows how despite corporate profits, expressed as a percentage of GDP, continuing to set records, that those record profits have not (taken in aggregate), translated into lots of new jobs, as the labor participation rate shows.

    Source - FRED 

    As the chart pretty clearly shows, aggregate corporate profits (the red line), after plunging to a low at about the middle of the recession, late 2008, have rebounded considerably, and now are at all-time record levels as a percentage of GDP.

    The employment rate however, after taking an equally dramatic fall throughout the entire recession, finally stabilized at a far lower level than pre-recession, and despite, (or some might argue what has been the primary driver of), rising corporate profits is showing no signs of regaining its former levels of around 62%.

    Profits are up, way up even, yet corporations are achieving these profits with far fewer workers than before, (and paying them less, generally. We could also factor in wage growth or lack thereof to make that point at well).

    There are lots of reasons for this - technological progress, increased automation, continuing reliance on relatively cheaper foreign labor, diminishing influence of labor unions, the aging of the workforce, etc. but the bottom line seems to be an ever-growing bottom line with fewer and fewer actual people needed to make that happen.

    No doubt if you are one of the workers in the 'right' kind of job, you are probably doing pretty well or are on the way to doing pretty well. But if you are one of the people that might be in a field that has simply figured out to continue to drive profits without as many people, then things could be looking kind of grim.

    Where does all this leave you as an HR/Talent pro?

    A lot depend on the company/industry you are in. But in aggregate, certainly, when there are fewer and fewer 'humans' in the workforce, then corporations will figure out they need fewer and fewer Human Resources people to help look after them all. I have talked with a few HR leaders lately that are seeing both the size of their labor forces hold steady and their HR/EE ratios holding an extremely high levels.

    Advice?

    Make sure you are spending a decent chunk of your time and energy on things that are truly additive - technology that will help employees generate new ideas and innovations, marketing and recruiting strategies that will let you land more than your share of the best talent at the expense of your competitors, and even in an 'addition-by-subtraction' way, elimination of silly rules, policies, or processes that in any way get in the way of employee performance.

    And you could spend some time figuring out what kinds of planning, services, training, development, and team building activities that 'resources' like our pal Baxter needs and you might ride this out a little longer.

    Have a great week!