Predictive Analytics in Human Resources

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Unemployment rates across the nation are at 3.9%, the lowest we have seen since 1969. Unemployment rates in the college degreed 25+ age group are even lower hovering around 2.1%.  In this kind of an economic environment, it becomes critically important that we can retain our good employees and attract the kind of talent that can ensure we stay ahead of the competition.  The question is HOW??

Enter the world of Predictive Analytics. It is, at its core, a technology that learns from existing data and uses this to forecast individual behavior. This means that predictions are very specific.  Instead of predicting turnover as an aggregate number for the end of the year, using PA, we can stat to predict which employees have a greater chance of turning over. Predictive analytics involves using a set of various statistical (data mining) techniques used to predict uncertain outcomes.

People analytics today brings together HR and business data from different parts of the business and is now addressing a wide range of challenges: analyzing flight risk, selecting high-performing job applicants, identifying characteristics of high-performing sales and service teams, predicting compliance risks, analyzing engagement and culture, and identifying high-value career paths and leadership candidates.

To put theory into practice, we first need to gather clean data.   This may prove more difficult than you originally thought but stick with it.  You need to identify as many variables as possible. Think of basic pieces of information like homes address, to calculate driving time and distance to work, gender and pay grade and comparatio.  Think also about collecting more obscure data like number of vacation hours or sick time used, personality or behavioral assessments and whether or not they elect health insurance through your company.  You are looking for any data where you would find a stronger correlation between that variable, or set of variables, and employees who terminate versus employees whom you retain. Once you have designed the algorithm, it will be time to put it to the test.  Give yourself at least 6 months to collect data and test the validity of the algorithm.

Although 79% of organizations consider people analytics to be an important trend, according to Deloitte’s Global Human Capital Trends (2016) report, only 8 % of the organizations had this capability in 2015.  It is one of the best tools we have for bringing HR out of the emotional, gut feel realm and into the world of  data based decision making, yielding quantifiable and sustainable results.

Raising Funds For Your Startup – Without Investors

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You’re an entrepreneurial spirit; you have an idea and you know it has potential, but you’re just not sure what to do next.

Well, one of the first things you’re going to have to do is get some money. That’s the hard and fast truth; it’s incredibly difficult to get a business off of the ground without at least a little bit of financial capital to work with. But for some, the idea of fundraising is appalling, and finding funds through an investor seems even more daunting.

The good news is that there are ways to build funds for your business in its first phase that don’t involve pitching to potential investors. So, if you’re an investor who wants to avoid the standard path to fundraising, explore some of these alternatives:

 

Back Yourself

This is probably the most difficult (and scary) option to wrap your head around, but honestly, if you really believe in your business, you should be ready and willing to invest yourself fully into your idea. Depending on how financially established you are, you may have a few options that you can tap into. Look at your savings, and determine how much you can reasonably put towards your business. If you have a mortgage you may be able to refinance / make use of your home equity.

Remember, no one is going to want to invest in a business if its founder isn’t willing to put a bit of their own money on the line.

 

Partner with the Correct People

This really comes down to networking and networking well. If you have people in your network that believe in both your business idea and you, you may very well have the co-founders or investors you’re looking for right there within arm’s reach.

As an entrepreneur, you should always be working your network, and your network’s network to build connections. You’ve probably already researched the various channels you’ll need to access when growing your business (distributions, supplies, clientele, etc.), and made connections with people in all of those realms. Don’t be afraid to look for investors within those channels.

One of the most important parts of your business will be the people that you build it with. If you can get an existing supplier to invest in your business, you’ll not only have an investor….you’ll have the supplies that you need.


There are a few other ways that you can get around the investor pitch. Check back soon for more ideas!