Category Archives: Psychometrics

Photographs As Items for Assessment – Free Example

Photographs of people in activity is a promising newer area for development of business-relevant assessments that has been in use for years in healthcare.  Originally developed in the Netherlands to help patients suffering from fear of pain when moving the body (kinesiophobia), the University of Maastricht’s website has details on citations and free compressed (zipped file) short version of the main test.

Clearly, this same approach could be used to develop more engaging employee and organizational assessments that may be difficult to fake, have better face validity, and more workplace fidelity than other types of items.  Further, with cheap and even free video sites, video items could also play a bigger role in future assessments.

Consider these possible fruitful examples.

a) Vocational Interest Assessment

Vocational interest tests help people identify career paths for which their interests, values, and aptitudes are particularly suited.  But most all are purely text-based.  What if each career alternative had photographs of the tasks in each job or job family, with video vignettes of major tasks?  Perhaps this could be a fun way to assess what activities and careers would ultimately help the person realize their goals.  Take another look at the picture at the top of this article.  It’s an actual picture from PHODA’s assessment, but couldn’t it represent the task of lifting articles out of a trunk for the job of a taxicab driver?

b) Employee Selection

Cognitive and knowledge-based tests are often used to select new employees, but not nearly as often or instead of the ubiquitous job interview.  What if good instruments could be developed, perhaps with a combination of item types, to include pictures?  People could rate pictures like this one on the degree to which it looks similar to their desk – would you expect highly conscientious people to endorse this picture?

I would guess that highly conscientious and prudent people would be unlikely to indicate that this picture reflects their own office.  Sales Convention pictures would be good for the high-end of extraversion; Police taking down violent offenders for low levels of agreeableness.  The potential for pre-hire selection, especially using to add to Computer-Adaptive Testing item banks is tremendous.

c) Culture & Climate

Static pictures may be difficult to identify that reflect various organizational cultural differences, but videos could certainly be used to assess these. 

Limitations
As optimistic as I am about the potential for picture-based items to take a larger role in organizational assessment, I recognize there are also downsides.  First, while digital cameras are cheap, actors may not be.  If you can find existing workplaces where you can take these pictures, it may help you avoid hiring actors for static pictures, but perhaps not for videos that could really suffer with amateur actors.

Second, one New Zeland user of the PHODA complains that if the photographs are context-specific, they can loose value in other contexts.  I remember once when I worked for AT&T Microelectronics, we hired Wally Borman to redo his 1970’s era rater training videos because while the content was good, the actors wore sideburns, bell-bottoms and leisure suits.  This was never going to be very persuasive as “cutting edge” to managers in a bleeding-edge semiconductor factory (computer chips).

Do you see the same potential for photograph-based items as The Scientific Leader?

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Australian CAT for Kids

The Australian State of Victoria’s standard educational assessments include computer-adaptive tests (CATs), reports their new, free manual on report interpretation.  I was pleased to discover that the Victorian Curriculum and Assessment Authority uses the most modern form of human assessment to help children of all ages learn.

In particular, it is noteworthy that their easy-to-read manual includes an understanding of Rasch Measurement.  It notes the specific locations where there are items that are out of scope for a given assessment.  In these places, the child is mismatched with the test – the questions are either too hard or too easy to produce a trustworthy metric.

I’m hopeful that Australia’s educational leadership rubs off on more schools around the world.

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CAT for Senior Citizens

Professor Jette

Can Computer-Adaptive Testing Help Senior Citizens?  Research from Boston University suggests it can.  Professor Alan Jette, Director of the Boston University Health & Disability Research Institute published a recent paper examining disability assessments in traditional and computer forms.  With data from 671 older adults residing in care facilities, CAT compared favorably with fixed-form scales, even for a version of the CAT with only 10 questions.  In his study, each CAT was administered in less than three minutes, and were highly correlated with the original instrument.

His research strongly suggests that in situations where time is a scarce resource, and measurement fidelity is still important, that Computer-Adaptive Measurement approaches are often more useful than others.

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Leader Due Diligence – Psychometrics as Part of Financial Transparency?

With the Bernie Madoff being the latest in a series of massive financial frauds caused by leaders who misrepresented themselves, the time may have come to broaden the financial world’s definition of “transparency”.  I’d like to offer a broader view to include publicly reported reports on leadership knowledge, skills, abilities, traits, values and interests.  Would you have invested in Madoff’s Ponzie scheme if you had previously reviewed a report from a trusted authority on leadership assessment that noted he is low on conscientiousness and prudence?  How would a board view this same report on a founder-CEO?

How well do you know your leaders?

How well do you know your leaders?

Poor leadership is common, but leaders rarely fail in such a public way.  In one study of nearly 400 Fortunte 1000 companies, 47% of executives and managers rated their company’s overall leadership as fair or poor; and only 8% rated it as excellent (Csoka, 1998).  Personality traits predict both performance and ineffective leadership.  For example, conscientiousness is one of the “Big 5” factors of normal personality that has been shown to consistently predict both job performance and dishonest behavior in the worklpace. Former professors of mine, Robert and Joyce Hogan have written extensively about this area, and have authored some of the better classical test theory instruments for normal personality, the “dark side” or disfunctional leadership, and leader motives, values and preferences.  None of these sorts of assesments are typically used systematically to plan CEO development in private by the board.  And it is entirely unheard of for these reports to be shared publicly with prospective customers, partners and shareholders.  Perhaps we should reconsider making these transparent, systematically, given the risk and lack of confidence in markets of late?   The free paper I drafted, “The Three Stooges of Operational Risk: Advances in Leadership Due Diligence and Rasch Measurement” proposes a way of improving our leadership assessments.  If desired, they could be used for this transparency purpose.   I welcome your feedback.

Special thanks to Alexei M for inspiring this idea.

References

Csoka, L. S. (1998).  Bridging the Leadership Gap.  New York: Conference Board.

Hogan, R., Curphy, G., & Hogan, J. (1994).  What We Know About Leadership: Effectiveness & Personality.  American Psychologist 49(6), 493-504.

Robie, C., Brown, D., & Bly, P. (2008, March).  Relationship Between Major Personality Traits and Managerial Performance: Moderating Effects of Derailing Traits.  International Journal of Management, 25(1), 131-139.

Madoff Destroys $50 Billion with “Giant Ponzie Scheme”

Bernie Madoff is the latest in the series of senior executives to destroy value, this time with an apparent $50 billion dollar fraud, according to the Financial Times.  Madoff, a former Chairman of the NASDAQ stock market, on thursday admitted to his employees including his two sons that his operations were “all just one big lie” and “basically, a giant Ponzi scheme”.  The alleged fraud is the largest ever investor fraud ever blamed on a single individual.

Previously, I had written about the “Three Stooges of Operational Risk“, where I detailed senior executive destruction from Key Lay of Enron, Bernie Evers of Worldcom and most recently, Dick Fuld‘s follies with Lehman Brothers.  In two of those three I noted the dishonesty and fraud that accounted for their downfall similar to Madoff.  But unlike Madoff, they were less candid about thair fraud.  After Madoff’s brazen alleged admission, is there any uncertainty that leadership due dilligence is a critical part of the selection process of hiring senior executives?  Could it be any more clear that the pre-hire assessment procedure is a non-trivial subset of Enterprise Risk Management?

In fairness, these Industrial Organizational Psychology methods have their limitations.  No forecast could ever be perfect, or and even the best assessment procedures only account for 30-60% of the variance in job performance.  But it’s relatively rare that factors such as conscientiousness are used to screen executives – and conscientiousness highly predicts dishonest, and imprudent behavior in the workplace like that of Madoff.  With new methods from Rasch Measurement, Computer-Adaptive Testing, and an innovation from the Scientific Leader, “Inverted Computer Adaptive Testing” using Virtual Realtity, it’s increasingly difficult for people to fake or misrepresent themselves on these assessments. 

How much risk are you accepting when you use standard interviews to hire your employees?

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Top Conference Salutes The Scientific Leader

The Scientific Leader is pleased to announce that three submissions to the 2009 Society for Industrial-Organizational Psychology (SIOP) conference have been accepted.

The Society for Industrial-Organizational Psychology (SIOP) is the premier professional association for scientists and practitioners of human behavior in the workplace.  Each year, they hold a popular conference with peer-reviewed articles and symposia.  The number of proposed sessions always far outstrips the number of available places, and so the standards for acceptance are relatively steep by the peer-review group who decides on placement.

Three submissions were accepted for presentation at the next conference, to be held in New Orleans

1.  Enhancing Utility Analysis: Introducing the Cue See Model

I’m particularly proud of this paper, as it represents a new approach to asset valuation, both tangible and intangible.  While traditional I/O Psychology has its’ own tradition to quantify the value of human performance called Utility Analysis, it largely does not include any of the other organizational sciences’ ideas.  My paper tries to synthesize finance, psychology, industrial/systems engineering, computational organizational theory, and computer science ideas into the “Cue See Model”.  The hope is that the approach can be useful to managers and theoreticians by helping to specificy how a company creates profit across levels.  Once understood, then the Cue See Model can be used to track it, objectively, without relying on subjective human ratings.  My hope is that future studies will empirically demonstrate the models’ efficacy, and help avoid the fields traditional problem of measuring and monetizing outcomes.

2.  Succession Planning: Beyond Manager Nomitations

Led by our parent company, Human Capital Growth’s Dr. Shreya Sarkar-Barney, this panel discussion will include experts on leadership discussing the use of psychometric assessment instruments and other science-based practice methods for succession.  Panelists include:

Shreya Sarkar-Barney, Human Capital Growth, Chair
Matt Barney, Infosys, Panelist
Eric Braverman, Merck, Panelist
Lori Homer, Microsoft, Paelist
Jennifer Irwin, Proctor & Gamble Company, Panelist
Kevin Veit, Gabbard and Co, Panelist

3. The Role of IO Psychology in Resolving the Healthcare Crisis

I was asked to be the discussant – a senior leader with expertise in the area to comment on all the papers in the session ,as I was the Chief Learning Officer & VP for Sutter Health previously.  It will focus on interventions
targeted at improving outcomes related to quality of patient care. The
interventions to be covered focus on selection, leadership and culture, team
training, safety, and others. The session will represent research on various
levels of the organization, including management, nurses, and frontline staff.

Kristin Charles, Kronos Talent Management, Co-Chair
David Scarborough, Kronos Talent Management/Black Hills State U., Co-Chair
Justin Rossini, DDI, Inc., Author
Sallie Weaver, Univsersity of Central Florida and MedAxiom, Author
David Hofmann, Univ of North Carolina at Chapel Hill, Author
Matt Barney, Infosys, Discussant

The papers I’ll be reviewing in this session include:
Defining quality of care: Behavioral competency models across nursing
departments:
Kristin Charles, Autumn Krauss
Addressing Care Quality, Engagement, and Retention Likelihood: a Selection
Perspective:
Justin Rossini
Can Team Training Improve Operating Room Quality of Care?: Sallie
Weaver, Michael Rosen, Deborah DiazGranados, Rebecca Lyons, Elizabeth Lazzara,
Andrea Barnhard, Eduardo Salas
Leadership Levers to Motivate Error Management: David Hofmann, Adam
Grant

I hope some of the readers of this blog are able to attend this excellent conference, and if you are, please comment below or send me a note (matt at scientificleader.com) so I’ll get to meet you.

Electronic Health Information Systems Natural For Rasch Computer Adaptive Testing

I was pleased to discover a new instrument in the Journal, Psychiatry that uses Rasch Measurement to better assess Catatonia.  Catatnonia is a psychiatric condition that groups a number of pathologies ranging from bipolar disorder to drug abuse and schizophrenia.  The authors use a partial-credit Rasch approach that allows for ratings along a behaviorally-anchored rating scale. An example of one of the scale’s partial-credit items appears here:

This research did not benefit from the Electronic Health Record (EHR) or Electronic Health Information Systems that are universally starting to be used in healthcare.  It seems inevitable that as EHRs become ubiquitous in healthcare, that computer-adaptive Rasch scales like the author’s new KANNER scale will be come commonplace.  Whether for patient pain measurement and consequent medication, or psychopathology, or occupational therapy/science, Rasch Measurement has a long history of successful use in these areas – but without the benefit of seamless integration in a CAT in your health record.  I foresee CAT-based assessments being combined with Statistical Process Control (SPC) and Fuzzy Logic to better track patient conditions over time.  In hospital settings, I suspect this will happen first as patients with acute and potentially fatal ailments already are tracked continuously.  But non-acute patients, through wireless devices, could easily benefit from these approaches.  This is particularly true if medicine were to use one of the patents I authored while at Motorola, still pending, that combines computer-adaptive assessment and wireless devices.

This is a good example of the power of interdisciplinary innovations combining for something significantly better.  Rasch Measurement comes from Psychometrics; Statistical Process Control was developed by Industrial/Systems Engineers and Statisticians; Wireless technology comes from Computer Scientists; and the content comes from the various health sciences including medicine, nursing, physical therapy and occupational therapy.