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Posts from — October 2007

The perfect business Team? Article 3

 This is Part 6 of a series of articles about my research and writing about the creation of the perfect business team based on a methodological inquiry.

Utilizing fuzzy compatibility of skill for team selection in multi-phase projects

            This quantitative study stands out for its application of computer software algorithms to the field of quantitative analysis as a means to improve the way data can be collected and interpreted. The research was based on the requirements of more and more organizations to form project teams. Thomas Steward (1996) suggested that project management was the wave of the future. Four years later, when this study was originally conducted, that statement was even more appropriate as project management had moved outside the traditional engineering application to virtually every facet of business in the public and private sectors. Every project is managed by a leader through four stages: definition, planning, execution, and delivery (Gray and Larson, 2000).


            Utilizing the algorithm developed for this study, an application was presented for a real-world television station operating in a major metropolitan area that was concerned with producing lucrative commercials to enable the station to become more profitable. The model that was developed for this study focused on the definition stage of projects by setting a goal level of skills necessary to meet project specifications for each project phase. Individuals were evaluated for their ability to meet the desired skill set based on the responsibilities required for each project phase activity.

The benefit of this model is its deviation from the traditional heuristic approaches to team member selection which were based almost entirely on human behavior and personality characteristics considerations. While skills of the team members and the project activities are generally stressed as important considerations, no other model has a simple structured approach for selecting a team member based on compatibility of skill sets.

 Certainly, members selected to a project team must work together for project success. However, this model suggested that the primary focus of the selection process should be on the targeted skills necessary for a quality product or service to satisfy the potential customer. Trade-offs in membership due to budget considerations and/or potential member conflict could be made while achieving a fit between the project goal skill set and the individuals skill set. This model also addressed the significant evolution in team selection whereby virtual team membership is determined without direct human interface. In this virtual world, the skill sets are defined, goal sets determined, and budget constraints set to which respondents are selected based on their individual skills. The model as developed easily applied to selection of members to virtual multi-phase projects. 

Summary .

The application of fuzzy logic that originated in physic as well as in computer sciences to the issue of team selection was intriguing. One of the underlying aspects of this review is emphasized by this research. The issue of team selection can be enlightened in many different ways. New facets are found all the time. Researchers and authors seem to be concerned with replication as the intensive search for material has led to all the different perspectives for the team selection problem. This particular study stands in contracts to the other reviewed so far since it puts its focus almost exclusively on the skills of the individuals evaluated for selection. This is a more traditional perspective for member selection put into a very modern approach in regards to methodology.

Axel Meierhoefer, President AMC LLC

October 15, 2007   No Comments

The perfect business team? - Article 1

This is Part 4 of a series of articles about my research and wrtiting about the creation of the perfect business team based on a methodological inquiry.

 

 

The Importance Of Social Skills, Personality and teamwork knowledge for team selection

    

            The authors Morgenson, Reider, and Campion (2005) founded their research on many of the previous studies that will be shown in this review. They claim that there is very little empirical research on how to select individuals in team-based settings. Their goals was to examine whether three of the most commonly used selection techniques for hiring into traditional settings (a structured interview, a personality test, and a situational judgment test) would be effective for hiring into team settings. The study is called a primary study by the authors and distinctly separated from other work before it, that estimated validity based on meta-analytically derived studies or bivariate relationships. According to the authors it thereby answers calls for primary research by Bobko, Roth & Potosky, (1999).

           

Instead of providing a traditional literature review, this study examined a total of seven hypotheses. Each is referenced to team settings that the authors selected and then put in context of literature available for each factor. The factors included: social skills, personality characteristics, team knowledge, and incremental prediction.

            To collect the data an initial set of 500 employees in a Midwestern mill were identified. Each of these employees starts the career at a common point and then works through the different jobs within the mill. This provided the standard development path that was the main reason to choose this particular organization. Because the authors and their team didn’t have the resources to interview all 500 employees utilizing the structured interviews they had developed, the managers of the five main departments in the mill were asked to each select 20 employees for the study. In case a selected employee didn’t want to voluntarily participate in the research, an alternate was chosen by the managers. At the time of selection the managers didn’t know what the exact subject of the research was or what kind of questions the employees would be asked. The authors reference the occupational information network skill, ability, and work styles surveys (Peterson at al., 2001) as one of their selection and analysis tools. The total of 28 questions of the interviews were developed using structures identified by Campion, Palmer, and Campion (1997). Fourteen questions referred to situation aspects and 14 to behavioral aspects according to Lathan, Saari, Pursell, &Campion (1980) and Janz (1982). Employees were scheduled to take the interview and tests during work time. Contextual performance measures were collected concurrently from department managers. Each manager was asked a standardized set of questions regarding the performance of the employees. Their responses were included in the analysis together with the results from the employee interviews.

            The results of the interviews and the performance tests were collected and then analyzed in a quantitative analysis looking for correlations. Regression testing was frequently applied.  Interestingly, the results provided in the text mostly show mean, standard deviation and correlation figures. The results of the regression testing were not discussed although it would be expected that they showed significant results.
 

Study conclusions.


This study attempts to address a number of issues related to the selection process of team members. The authors acknowledge that the use of multiple constructs in an attempt to explain more of the applicable data is fairly common in other areas of research, but no previous research had investigated the extent to which the six constructs used for this study predict contextual performance in a team setting. The main result of this study is the fact that social skills, some personality characteristics, and teamwork knowledge have been proven to be related to contextual performance. This suggests that individuals with higher levels of these characteristics will have high contextual performance and that by making selection decisions based on these characteristics an organization should have better performing teams.

           

The authors point out a few limitations, like the limited number of participants and the fact that the employees were selected by their respective department managers. They also point out that team size and different task demands can change the results that were found. A significant flaw of this study appears to be the fact that the individuals selected to answer the interview questions and conduct the performance tests were already employees of the organization. In addition they all came from the same organization and have completed the exact same learning process. The stated goal of the study was to find the impact of social skills, personality characteristics and teamwork knowledge for the selection of individuals for teams. In this case every participant had already been selected for a team of a very specific type and with very specific task and goals. This flaw makes the transferability of the findings to those situations where organizations need to select individuals as new hires for future team settings questionable.

           

The other major aspect that can be critiqued regarding this article is the scattering of information around the development of hypotheses. The description of results and conclusions lacks an identifiable flow of ideas, references, or conduct of research. The authors don’t provide a clear result for their readers but proclaim: Implications of the results for selection in team and traditional settings are discussed. It remains interesting to note that a lot of non-empirical work and citations in books and dissertations can be found pointing to this work. As the researchers said in the very beginning of their writing, there is relatively little empirical research on how to select individuals in team based settings. Future research will have to be conducted. It should aim at combining the findings of the past with the reports of the non-empirical work and attempt to find generalizable and transferable results for the selection process of team members so organizations have increased chances to reap optimal results from their innovative and process teams.

The genesis of top management team diversity

The stated purpose of this quantitative research was to study whether or not executive management teams reproduce their own demographic characteristics through selective hiring and firing. There were two main assumptions underlying the expectation of reproductions. The first was the assumption that the executive teams had enough power compared to the boards of directors to choose new team members. The second assumption was that there were no compelling circumstances that rendered it more rational to disrupt the normal reproduction, forcing the team to hire more dissimilar members. Originally the research team of Boone, Olfen, Witteloostuijn, and Brabander (2004) proposed that executive team power strengthens a cycle of “homosocial reproduction” that is only interrupted when teams face such compelling needs for diversity as poor organizational performance, high corporate diversification, and tough market competition. The study is based on seminal research performed by Jeffrey Pfeffer (1983) regarding organizational demographics. After offering some insights into the foundational information that underlies this study, the authors provide extensive references in applicable literature. For that purpose they divided their review into two main theoretical background areas. Those were identified as Forces pulling towards homogeneity, and Forces pulling towards heterogeneity.

           

The researchers developed and tested a longitudinal model explaining diversity within top executive management teams from the perspective of turnover. The models were used to find answers for seven hypotheses that had been generated. The theoretical perspectives to describe the pull toward team homogeneity and the push towards team heterogeneity were based on Schneider’s (1998) attraction – selection-attrition (ASA) model. This model describes a natural tendency to “hire likes and fire unlikes”, when the teams have the power to do so. The hypotheses were tested in the five biggest Dutch newspaper companies over a period of 25 years, lasting from 1970 till 1994. The researchers reported that many of their expectations were not supported by their findings. They actually found that poor performance and high diversification caused teams to select likes rather then looking for more diversity. Concerning exit from an organization, it was found that poor performance increased the overall likelihood for executives to exit and among those individuals, dissimilar mangers tended to leave first. The study concluded that “homosocial reproduction” occurs, particularly when organizations face conditions that at first glance appear to require growth in executive team diversity. Apparently, top management teams tend to close ranks when environmental complexity and pressure increases.  

Summary . It is encouraging to notice that the authors didn’t conclude that their research was easily transferable to another setting. They actually recommended conducting similar studies using the same approaches and models in other industries, especially those that are known for innovation and creativity. This study and the article describing it were well developed, utilized many references, and spent a lot of time in modeling and analyzing the data. The expected relationship between external pressure and rejuvenation of management teams was not found. To the credit of the research team, this fact wasn’t hidden but openly discussed. It will be interesting to observe how future research in other areas will confirm the findings or determine that the newspaper industry was not the best choice to study the hypotheses that had been developed. Though the results were overwhelmingly negative, this work provides an important part of the mosaic of team selection aspects form the perspective of top management teams and their renewal.

Axel Meierhoefer, President AMC LLC

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October 12, 2007   No Comments

How to create the perfect business team? Part 3

Data Collection And Analysis            

This was not an easy search. It uncovered that most of the research in this area had been done about sports teams or the purely performance oriented aspects of teamwork. One of the goals of the search, or maybe more a hope, was to find a seminal article that served as the foundation or the center from which other researchers and authors would conduct their searches. At the same time it was the goal of the search to be exhaustive and saturate the findings by referencing the articles that fit the criteria above. To achieve this goal articles were identified and then their reference lists searched for matches. In addition, to see where they originated from, the references were then searched in a “back-tracking” approach. This means that the references were analyzed for search terminology of new searches. These new searches frequently resulted in the same findings as the original searches, thereby showing that the search attempts had reached a suitable level of saturation and the vast majority of material pertaining to this subject had been found.

Even though non-empirical articles should have been excluded based on the criteria that were used for the individual attempts using the search databases described; this literary search uncovered a total of 35 articles. Twenty-three articles fulfilled all the criteria for empirical research articles that were peer reviewed, as required for this review. Two of these 23 articles were related to sports research but focused on the aspects that this review is concerned about and not the typical sports research or team performance studies often found in articles about team work or team selection in sports teams. They were therefore left in the original selection set.

One particular article (Morgenson, Reider, and Campion, 2005) was found that has been referenced in dissertations and other articles and appeared to be an anchor point for current research. This article, titled “Selecting individuals in team settings: the importance of social skills, personality characteristics, and teamwork knowledge” came closest to the idea of a seminal piece of work regarding the topic of this review. It is based on the research reviewed here and has been referenced in dissertations and several books as well as a number of non-empirical articles. Due to this fact references that were found based on Morgensen and colleagues work were not further displayed in this review. The table below shows the list of articles that was chosen from the list of 23 to be analyzed further. The goal of this selection process was to show the main aspects of the team selection process in its different facets as well as the different methods researchers used in their investigations. Articles that applied the same methods for the same research topic or in any other way would be duplicate to one of the articles that was chosen for further description were eliminated from the original list. Originally this list included 10 articles for closer review. When the articles were analyzed for methodology and research details, it was found that two articles written by Kichuk and Wiesner under different titles and in different peer-reviewed journals actually referenced the exact same study of the big five personality factors regarding team performance. It was therefore decided to review the more recent of the two articles and eliminate the older one from the list.

When looking at the two main forms of research methodology, one can find this distinction: Qualitative research is one of the two major approaches to research methodology in social sciences. Qualitative research involves an in depth understanding of human behavior and the reasons that govern human behavior. Unlike quantitative research, qualitative research relies on reasons behind various aspects of behavior. Simply put, it investigates the why and how of decision making, as compared to what, where, and when of quantitative research. Hence, the need is for smaller but focused samples rather than large random samples. The mixing of these two approaches is known as a mixed-method approach. There were no studies of this kind found during inquiry for this review.

As the table below shows, two out of the nine articles in this review are qualitative. In one interviews were conducted, transcribed and analyzed based on a questionnaire that had been developed by the researchers. In the other a company was observed in the process of selecting a new President from amidst the executive team. These two qualitative studies are the exception to the norm in this field. The vast majority of articles found through this inquiry process were quantitative.  

Author Year Journal Methodology Topic
Morgeson, Reider, Campion 2005 Personnel Psychology Quantitative Selecting individuals in team settings
Boone, Olffen, Witteloostuijn, Brabander 2004 Academy of

Management
Quantitative(comparative) Turnover effects on top management team diversity
Burch, Anderson 2004 Managerial Psychology Quantitative Measuring person-team fit: team selection inventory
Korvin, Shipley, Kleyle 2002 Engineering and Technology Management QuantitativeModel Utilizing fuzzy compatibility of skills fro team selection in multi-phase projects
Stevens, Campion 1999 Journal of Management Quantitativequestionnaire Staffing work teams: selection test for teamwork settings
Chun, Plante 1993 Decision Sciences Quantitative Model Optimal selection strategy for the group interview problem
Worren, Koestner 1996 Human Resources Management Quantitative questionnaires Seeking innovative team players: contextual determinants of preferred applicant attributes
Kischuk, Wiesner 1998 Canadian Psychology Qualitative Work teams: Selecting Members for optimal performance
Miller 1980 Organizational Dynamics Qualitativeethnographic The team selection process at Graphic Controls

Axel Meierhoefer, President AMC LLC

October 11, 2007   No Comments

How to create the perfect business team? - Part 2

The Inquiry Process

The intent of this review was discussed and a search methodology was dev eloped with the assistance of Antioch Graduate Librarian, Deborah Baldwin. The first step was to identify the spheres of interest that are touched by the topic. The graphic below indicates what the first identifiers were

Besides finding the aspects that would need to be looked for in the context of the topic, it was also important to learn how the different search resources actually provide results. To make sure that understanding for this process was formed, the search engine behaviors were depicted in a graphic (shown below) to illustrate how to expand or narrow a particular search attempt

After completion of this learning step, an initial search strategy was developed. This resulted in the following list of actions:

Following this strategy, the first few searches in the PsychInfo database were conducted. It became quickly apparent that the results did not match expectations. A second round of refinement was conducted. This resulted in a more limiting but also better defined search effort. The graphic below shows the aspects of the search that was ultimately applied for this inquiry.

The articles that will be described in the next parts of this review resulted from this updated search definition. The actual search plan included three techniques using the electronic library:

  • Subject Search
    • ABI/Inform, Business Source Premier
    • PsycInfo
    • SocIndex
  • Citation Search
    • ISI Web of Science
  • Mining Bibliographies
    • Hits in Subject Search
    • Relevant Books
    • Recent Dissertations from Dissertation Abstracts

Using the search plan that follows, more than 100 abstracts were identified.  Abstracts that appeared to match the search criteria were tagged and articles were either printed from the electronic journal database or requested from the interlibrary loan process.  Many articles presented related topics, but few met the criteria of research reported in peer review journals. In addition, a surprisingly high number of articles that we found were not empirical in nature. This occurred even after a limiting search attribute was set, partially due to mistakes in cataloguing and partially because the title attribute of study seemed to override the limiting attribute of empirical. The next step was the development of a map of inquiry that would guide and help during the search as well as during the selection process for those articles that will ultimately be reviewed here.

Teams 
Perfect set Empirical Not set ‘sports’
Teams Group cohesionor QualitativeOr  
Business SupportiveOr QuantitativeOr  
Groups SuccessfulOr EmpiricalOr  
  InnovativeOr PhenomenologicalOr  
  CreativeOr Mixed methodsOr  
  ExcitementOr Program evaluationOr  
  ResonatingOr EthnographicalOr  
  High performingOr Auto-ethnographicalOr  
  Pioneering  PortraitureOr  
    Case StudyOr  
    Grounded TheoryOr  
    Discourse AnalysisOr  
    AnovaOr  
    Survey or Factor AnalysisOr  
    Likert or Scales   

Axel Meierhoefer, President AMC LLC


October 10, 2007   No Comments

How to create the perfect business team?

A critical Inquiry

Part 1

 

Organizations need to become smarter, better, faster and more profitable all at the same time. One way to achieve these goals is by having the best possible teams to conduct the innovative and creative work required in a competitive, global market environment. This review is looking at the literature regarding the perfect team and how to select one . It uses nine selected empirical papers to show the status of research, the different methods that have been deployed to further the knowledge, and the results that have been found. The goal is to provide multiple points of view to the process of creating a perfect team for business projects.  

In today’s business environment everybody is expected to achieve more with less. That has changed the way we conduct business in many ways. In the past there was time from the point when a suggestion was made and the letter went out or was faxed until the answer came back and could be reviewed. Today ideas are born, communicated, reflected upon and adopted or rejected within hours. Technology and the tools used in modern business is constantly evolving and accelerating. To accommodate these changes many organizations have introduced team work into the work process. This does not only apply to production processes, where work teams have been common since the start of the Model A on the Ford manufacturing line. These days’ teams gain a larger and larger role in the creative process within organizations. As a society that is moving towards the knowledge economy (Drucker 2001) the requirement to develop new things, new processes, and new ideas through teams is gaining momentum. In such a knowledge society, the individuals who become members of these teams are very intelligent and ambitious people. For a similar situation regarding the Manhattan Project Warren Bennis (1997) used the title “Organizing Genius” and compared the work of a leader of such a team with herding cats.

 This review is mainly concerned with the selection of the members of the team. In almost all literature regarding teams as well as all practical experience of the author the leader of a team is considered a member. Though there are differences in the determination process of the leader, there is typically one designated leader of the team and in some cases a deputy leader. The deputy leader can also be an informal leader or there might be an informal leader in addition to the designated leader and his or her deputy. How team members are selected, both for the leader and informal leader role as well as a regular member to fulfill a task or develop something new is the focus of this review.

I had the good fortune to participate in what could be described as the ‘perfect team’ twice in his life. Once it happened in a research project for the readiness verification of a brand new aircraft, and then a second time for an innovative, large scale development project for a training facility. While both occasions were very different in scope, duration, and goals, the one thing that stood out and made participation exceptional was the cohesion, the relationships and the performance of those individuals that were members of these teams. It was known that the selection occurred largely at random. This review makes an attempt to explore if there are established methods to select ‘perfect teams’ and what the current literature can teach us about this topic.

Initially the idea for the review was to find peer reviewed articles about team selection or teams in general whose results have been exceptional and who were designated by some measure as perfect teams, either for the performance or the composition of the team, or both. As it turned out, the search was much more tedious then anticipated. The term ‘perfect team’ is not used very much in peer reviewed articles, especially when the goal is to look at empirical research. The intent remains to find answers to the question: “How to build the perfect team”. This review is limited to the field of business. It will show the search process to identify the literature that addresses this question. A table will show the search results and the articles that have been selected for a more detailed analysis. The results of this analysis for each article will be presented followed by a short summary. At the end of the review, a conclusion will be presented and the references of the used materials are listed.

 

Axel Meierhoefer, President AMC LLC


October 9, 2007   No Comments