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Statistic Overview
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Statistic OverviewStatistics every writer should know |


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Statistic Overview ____________ Industry Report (Training Magazine) State of the Industry Report (T&D Salary Survey (Training Magazine The Bureau of Labor Statistics ____________ |
Some Training Statistics TidbitsLearningClass SizeAlthough How College Affects Students, by Ernest T. Pascarella and Patrick T. Terenzini, 1991, San Francisco: Jossey Bass (894 pages that syntheses over 2,600 studies) is based on the academic world, many parts of it do concern the training world. On page 87 they cite over 10 studies and 6 reviews of the research (all referenced) on the effects of class size. The consensus is that class size is not a particularly important factor when the goal of instruction is the acquisition of subject matter knowledge and academic skills. This appears to hold true across various class types (e.g. lecture, discussion). However, smaller class sizes are somewhat more effective than larger ones when the goals of instruction are motivational, attitudinal, or higher-level cognitive processes. Putting this in perspective with the training world - it depends. For example, I used to train heavy construction equipment (e.g. bulldozers, earth-moving scrapers, scooploaders, backhoes). We used a 4-to-1 learner to trainer ratio when performing a lot of the practical exercises. When you are in a muddy field and you got 10 inches of red clay sticking to your boots and you are trying to train, coach, provide real life experiences, and at the same time be safety conscience due to the number of things that can happen with a student on a mega-ton piece of equipment performing construction tasks, then you start to get the picture for such a low ratio. Also, I have heard of the 4-to-1 ratio being used in other circles, but I believe it has more to do with being symmetrical (the trainer in the middle with a student at each corner), than it has to do with any real learning advantage. Not too long ago, when I led some diversity training, the class sizes were kept small, under 10 learners, as the designers wanted to allow room for a lot of interaction to take place. So while one instance might call for small class sizes due to safety and the complexity of the training, another might be kept small to allow for certain activities to take place. I believe the best approach is to analyze your training requirements, check on classroom facilities, and then choose your class size accordingly.
Personalized System of Instruction (PSI) Pascarella and Terenzini's (Page 91 to 93) research findings (again referenced for those who want to review it) on PSI came up with the following. Upon reviewing 7 different studies they concluded that "PSI is effective in fostering improved subject matter mastery over more conventional instructional approach. This is true regardless of whether the synthesis is quantitative or narrative." They also reviewed two meta-analytical syntheses of PSI and learning. The first was based on 19 studies and had an effect size of 0.42 of a standard deviation. The second one was based on 61 studies and had an effect size of 0.49 of a standard deviation which translates to an achievement advantage of 19 percentile points (in other words, if the conventionally taught groups were achieving at the 50th percentile, the PSI groups were, on the average, at the 69th percentile).
Active Learning
Learning Papers with References
Training Magazine - October IssueEvery October, Training Magazine produces an Industry Report that contains a wealth of statistical information. The information listed below is just a small sampling of the information available in the printed report. The complete report is available each year in the special October issue of Training Magazine. Cover price is $35 (plus $3 s/h, US funds). To order your copy of the 1997 Industry Report today, e:mail your request to Nancy Swanson at nswanson@lakewoodpub.com, or call 1-800-707-7749 8:00-5:00 CST.Highlights may be found at Industry Report.
Training & Development - January IssueCarries the "State of the Industry Report." For a reprint, call ASTD at 1-800-248-0360 and ask for reprint 019821.Highlights may be found at State
of the Industry Report.
Training Magazine - November IssueThe November issues of Training Magazine carries the latest salaries.Highlights may be found at Salary Survey. These sites also list HRD salaries:WageWeb Compensation in the Human Resources Field How Does Your Pay Stack Up?
Professional SkillsFrom a recent survey "Other than job related skills, which of the following are the hardest to find in new candidates?" (OfficeTeam 2884 Sand Hill Road, Menlo Park, CA 94025) - The responses:
CBT vs. Others SourcesInstructor led and text based instruction accounted for 78% of training dollars in 1994. By the year 2000, this will drop to 60% as computer based training will go from 16% to 35%. - International Data Corp. (Training Magazine, September 97, page 14)
Skill RetentionPeople who learn and master a skill (A) and then immediately learn and master a second skill (B), performed poorly when skill A was performed 5 hours later. People who learned a skill (A), waited five hours, learned a second skill (B), and then waited five hours were able to perform both skill succeffully. - Holcomb and Shadmehr (Training Magazine - November 97, page 14)
The Bureau of Labor StatisticsSome sampling of their statistics:
Employee RetentionNon-monetary IssuesFebruary 2, 1999 IRVINE, Calif.--(BUSINESS WIRE). BridgeGate Report polled 660 working Americans, seeking to uncover the factors most likely to convince employees to continue working for their current employers. Some of their findings:
Committed Employees
While Aon Consulting of Chicago (Training & Development, Nov 98, p. 10) reported that the top five reasons (salary was not even in the top 10) for employee commitment are:
On June 9 PRNewswire, via NewsEdge Corporation, reported a study by Robert Half International (www.rhii.com). They found that employees want a good fit between their jobs and personal lives. One-third (33 percent) of those polled place a positive work environment at the top of the list of considerations for keeping employees satisfied. This was up from 9 percent in 1993, surpassing both "praise" and "compensation." Executives were asked, "Which one of the following factors do you think is most important in keeping an employee satisfied?" Their responses:
"For a growing number of workers, corporate culture is the key determinant in their choice to stay with an organization long term," said Max Messmer, chairman and CEO of Robert Half International Inc. and author of the just-released "Human Resources Kit For Dummies(R)" (IDG Books Worldwide, 1999). "While compensation will always be a strong motivator, today's professionals are placing greater emphasis on issues ranging from management style and degree of autonomy to intellectual challenge and relaxed dress code policies," he said. Note: The study included responses from 150 executives with the nation's 1,000 largest companies.
Emergent Worker The study, in combination with data from the Saratoga Institute, highlights the financial impact that the lack of mentoring, training and growth opportunities could have on an organization in terms of turnover costs. By combining information from both studies, Mentoring, Training and Growth opportunities saves companies with over 1,000 employees up to $40 million. Companies can either invest in providing mentoring, training and growth opportunities now or pay the costs of turnover later. The Study also dispelled the myth of a slowdown among older workers age 53 and up. It found that maturity in terms of years of experience and age seem to bring about greater satisfaction with one's career. With significant labor shortages today and in the future -- as Baby Boomers age and the smaller Generation X struggles to fill their shoes -- older workers will become increasingly important. The good news: today's census figures tell us people are working longer, retiring later and in better health today than ever before. But you need to train them to keep them up with the ever-increasing rate of technology. Case studies and additional supporting materials for many of the findings are also available upon request: CONTACT: Tricia Chamberlain, 954-489-6178, or Sue Siebert, 954-938-7661, both of Interim Services. Web site:http://www.interim.com/
Leadership
The Hay Group is a management consulting firm that specializes in helping its clients achieve strategy through people. For more information about Hay Research for Management, please visit its web site at http://rm.www.haygroup.com or contact Bruce N. Pfau at 201-557-8464 or Bruce_Pfau@haygroup.com.
Length of Stay
Major Trends in Learning & Technology
CBT vs. ClassroomThe August 1998 edition of HR Magazine (Society for Human Resource Management) listed the following (a study by Strategic Solutions Group Inc., Annapolis, Md.) for setting up technology-based training, including the web-based variety:
AUTHOR NOTE: You have to watch out for situations like this. They use estimated percentages that CBT is almost twice as effective as classroom training - they are going to have to show me some hard data before I believe that! Now, depending upon the task at hand, CBT can be more effective, but to use it in an outright statement like this is very misleading.
Coaching & MentoringA survey of more than 300 companies nationwide found that companies are focusing on developing the leadership abilities of managers, executives, and employees internally through coaching and mentoring programs:
Reasons for offering coaching or other developmental counseling:
Reasons for offering mentoring programs:
Corporate CulturesMarch 2, 1999 via the NewsEdge Corporation: An international study conducted by the HayGroup for Fortune magazine finds that corporate cultures of the world's most admired companies are alike in many ways, but also differ from those of an average company. David Sissons, Toronto-based Director of Research Services for Hay Canada,says "This study reveals that the dominant values in the world's most admired companies are teamwork, customer focus, innovation and fair treatment of employees. The Hay Group points out that the winners emphasize global reach and vision. They are creating organizations that don't just operate in many countries, but that also develop corporate cultures and workforces reflecting the diversity of local markets.In average companies, the overriding values are making budget, supporting the decisions of management, and minimizing risks, while the world's most admired companies are not just talking about their core values - they are walking the talk by aligning their policies, practices and expectations around them. The world's most admired companies were identified through a systematic rating process involving over 7,000 senior executives, industry analysts and outside directors. The top five most admired companies across all industries are: General Electric, Coca-Cola, Microsoft, Disney and Intel.
For further information: David Sissons, tel. (416) 868-1371, ext. 6439/
Business Process Outsourcing (BPO)BPO is Driving Organizational Change by allowing companies to focus on core business according to a new study of top decision-makers at the nation's largest corporations. Business Process Outsourcing is defined as the long-term contracting of a company's non-core business processes to an outside service provider. The global BPO market in 1998 was valued at $80 billion, with the U.S. market representing approximately half of that. Over the next five years, this market is expected to more than double in size to $200 billion. BPO frees companies to focus on what they do best while providing access to best practices, technology, expertise and human resources in non-core functions.Interviews with senior executives at over 100 U.S. companies, averaging $4.4 billion in revenues, were conducted over a six-month period. 73% reported their companies outsource one or more business processes to external service providers. The business processes most frequently outsourced in the U.S. are
Corporate Training SalesSimba Information predicts corporate training market will grow at a compound annual rate Of 8.6% From 1999-2001. The need to train America's workforce in IT skills and soft skills will drive corporate training sales up at a compound annual rate of 8.6% from 1998 to 2001, reaching more than $10 billion in 2001, according to Corporate Training Markets, 1999, a new report by Simba Information Inc., one of the nation's leading research firms in the area of corporate training.IT training companies (which specialize in computer skills training) are expected to capture an average market share of about 61% of the entire training market throughout 2000. Releases of new and improved software applications from vendors like Microsoft and Oracle will continue to buoy the IT training sector Soft skills trainers (specializing in leadership and management training) will garner an average market share of 39% for the same period, Simba projects. Instructor led delivery will remain the most chosen method of conveying training content in both markets, although technology based training (CBT, internet, satellite broadcasts, etc.) is growing at a much more rapid pace, up 37.6% and generating an estimated $2 billion in 1998. It will not surpass stand-up delivery into the year 2001. Trends such as consolidation, global expansion, strategic alliances, and multiple delivery offerings have created a training market estimated $8.1 billion in 1998. These trends are expected to spill over into the training market in 1999 and 2000. "The corporate training industry is a robust one, driven by factors like fluctuating common corporate practices and the advancement of technology," says Stephanie Fagnani, author of the report and editor of its companion newsletter Lifelong Learning Market Report, also published by Simba.
For more information, contact Tania Brady at (203)
358-4246. Simba Information Inc. ( http://www.simbanet.com), based in Stamford, CT, is a leading provider of news, analysis and market research on the media and information industries. Simba Information Inc. is a unit of PRIMEDIA
Information Inc. (Hightstown, NJ). April 14, 1999 - STAMFORD, Conn.-(BUSINESS WIRE).
Training and Lay OffsThe Institute Of Profit Advisors (Chicago) found in a 1999 survey that providing training, rather than laying them off, was a major key in improving profitability. Training Magazine, March 1999, p. 23.
Management SkillsTop 10 skills needed for organizational success:
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Copyright 1996 by Donald Clark Created September 21, 1996 Updated April 29, 2001 http://www.nwlink.com/~donclark/hrd/trainsta.html |