DEVELOPING COMPETENCY MODELS TO PROMOTE INTEGRATED HUMAN RESOURCE PRACTICES

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Developing Competency Models to Promote Integrated Human Resource Practices   •   309

           DEVELOPING COMPETENCY MODELS TO
           PROMOTE INTEGRATED HUMAN
           RESOURCE PRACTICES

                     Donna Rodriguez, Rita Patel, Andrea Bright, Donna Gregory,
                     and Marilyn K. Gowing

           Today, competencies are used in many facets of human resource management, ranging from
           individual selection, development, and performance management to organizational strategic plan-
           ning. By incorporating competencies into job analysis methodologies, the Office of Personnel
           Management (OPM) has developed robust competency models that can form the foundation for
           each of these initiatives. OPM has placed these models into automated systems to ensure access
           for employees, human resources professionals, and managers. Shared access to the data creates a
           shared frame of reference and a common language of competencies that have provided the basis
           for competency applications in public sector agencies. © 2002 Wiley Periodicals, Inc.

                   Introduction                               professionals can contribute to the organiza-
                                                              tions’ achievement of their missions and goals
High-performing people are critical for                       by providing managers and employees with
high-performing organizations. Whether                        information and tools to meet these challenges
driven by the need to improve efficiency, pro-                by maximizing human capital. Competencies
ductivity, or profitability, or by the desire to              provide the foundation through which human
provide world-class customer service, the com-                resource professionals can contribute to the
bination of two components is critical: select-               success of their organization.
ing talented and high-potential people to carry
out the organization’s mission and creating a                         Competencies Are the Future
culture that supports them. Many organiza-
tions recognize the link between                              David McClelland (1973) is often credited
high-performing people, an organizational                     with launching the competency movement
culture that supports mission accomplish-                     with the publication of his paper “Testing for
ment, and high-performing organizations. Two                  Competence Rather than Intelligence.”
challenges faced by most organizations are the                McClelland’s research suggested that aca-
identification of the most effective means to                 demic aptitude and knowledge content tests
recruit, select, and retain a high-performing                 alone did not predict high job performance or
workforce, particularly within a tight labor                  success in life, and that individual character-
market, and the creation and maintenance of                   istics or competencies can identify high per-
a dynamic culture for employees that fosters                  formers. The use of competencies to identify
achievement. Human resource management                        high-performing people, or outstanding em-

Human Resource Management, Fall 2002, Vol. 41, No. 3, Pp. 309–324
© 2002 Wiley Periodicals, Inc. Published online in Wiley InterScience (www.interscience.wiley.com).
DOI: 10.1002/hrm.10043
310   •    HUMAN RESOURCE MANAGEMENT, Fall 2002

                    ployees, has gradually become widespread in         which are often based on qualitative ap-
                    human resource management (Boyatzis, 1982;          proaches. One of the strengths of competency
                    Lawler, 1994; Spencer & Spencer, 1993;              models is that they are often linked to the
                    Ulrich, 1997). Those characteristics that set       business goals and strategies of the organiza-
                    these employees apart provide the basis for         tion. Additionally, competency models provide
                    recruitment, selection, and development strat-      insight into core competencies that are com-
                    egies that are effective and provide a high re-     mon to multiple jobs within an organization.
                    turn on investment.                                      The United States Office of Personnel
                         Human resource professionals must wisely       Management (OPM) has attempted to capi-
                    invest their scarce resources. In the past, or-     talize on the strengths of both traditional job
By focusing on
the full range of   ganizations hired those who could perform a         analysis techniques and competency model
competencies or     set of tasks, usually focusing on technical         development in its work. In 1990, OPM be-
whole-person        knowledge. These traditional job-based selec-       gan developing competency models, recogniz-
assessment, the     tion and development strategies are less flex-      ing the potential for the application of
emphasis is on      ible than competency-based selection and            competency-based human resource applica-
potential, or
what the person
                    development strategies. In rapidly changing         tions in the federal government. OPM sought
can bring to the    business environments, organizations are rec-       to incorporate traditional job analysis meth-
organization,       ognizing the value of a workforce that is not       odology into the development of competency
rather than on a    only highly skilled and technically adept, but      models to provide an empirical foundation for
set of narrowly     more importantly, a workforce that can learn        the use of competencies by employees, man-
defined tasks
based on job
                    quickly, adapt to change, communicate effec-        agers, and human resource (HR) profession-
requirements.       tively, and foster interpersonal relationships.     als in the public sector. To ensure competency
                    These characteristics, or competencies, are         models could be used by all HR functions, they
                    critical to organizational survival, productiv-     were based on job analyses that met the stan-
                    ity, and continual improvement.                     dards set forth by the Uniform Guidelines on
                         By focusing on the full range of compe-        Employee Selection Procedures (Equal Em-
                    tencies or whole-person assessment, the em-         ployment Opportunity Commission, 1978)
                    phasis is on potential, or what the person can      and other legal and professional standards.
                    bring to the organization, rather than on a set          Before developing competency models, it
                    of narrowly defined tasks based on job require-     is important to establish a definition of com-
                    ments. Organizations that select for compe-         petency. OPM defines a competency as a mea-
                    tencies such as creative thinking begin to build    surable pattern of knowledge, skill, abilities,
                    a high-performance culture. Using competen-         behaviors, and other characteristics that an in-
                    cies as the basis for staffing provides the flex-   dividual needs to perform work roles or occu-
                    ibility needed to select and place individuals      pational functions successfully. This broad
                    where they can best serve the organization.         definition of competencies forms the basis for
                                                                        “whole-person assessment.” Competencies
                    Competencies in the Federal Government              such as interpersonal skills and teamwork can
                                                                        be as important as traditional knowledge,
                    As the use of competencies has grown, the           skills, and abilities (i.e., KSAs), but have not
                    number and variety of competency models and         typically been assessed by the federal govern-
                    methods for developing competencies have            ment. Research has indicated that these
                    also continued to increase. In 1997, the Soci-      “softer skills” may have a significant impact
                    ety for Industrial and Organizational Psycholo-     on ultimate work success (Boyatzis, 1982). In
                    gists commissioned a task force to review the       conducting its competency research, OPM
                    practice of competency modeling and compare         tried to capture both traditional KSAs, such
                    it to job analysis, noting the strengths and        as written communication, and softer skills,
                    weaknesses of various techniques                    such as interpersonal skills, teamwork, and
                    (Schippmann et al., 2000). For example, typi-       flexibility. OPM compared its competency
                    cal multimethod job analysis components are         framework to those successfully used in the
                    seen as more rigorous in methodology than           private sector and those found in the litera-
                    typical competency modeling techniques,             ture to ensure a balanced framework. For ex-
Developing Competency Models to Promote Integrated Human Resource Practices   •   311

ample, OPM compared its competencies to            sub-specialty titles (Ricci & Savage, 2001), and
those representing emotional intelligence          (3) forty-six Science & Engineering occupa-
(Goleman, 1998). While OPM’s model cov-            tions (Caldwell, 2002). Together, these occu-
ered the majority of this work, small gaps were    pational analyses will cover the major occu-
identified that will be incorporated into fu-      pations common to organizations in the fed-
ture work. Continually examining new com-          eral government.
petency models ensures that OPM develops                Each of OPM’s occupational studies is con-
comprehensive competency descriptions that         ducted using the Multipurpose Occupational
cover a wide range of occupations.                 Systems Analysis Inventory–Closed-ended              The common
    OPM envisioned a uniform, competency-          (MOSAIC) approach. MOSAIC is a multipur-             language reduces
                                                                                                        the costs of
based common language that would enable            pose, survey-based job analysis used to collect
                                                                                                        developing
federal agencies to describe jobs in the same      information on many occupations within an oc-        independent, and
way, eliminating inconsistencies across agen-      cupational group (e.g., information technology,      often redundant,
cies and HR functions (e.g., staffing, perfor-     clerical and technical) for a wide range of HR       models within
mance appraisal, training). The common             functions. The foundation of the MOSAIC              the federal
language reduces the costs of developing in-       approach is the development of a common lan-         government.
dependent, and often redundant, models             guage for competencies and generalized tasks
within the federal government. Consistently        that can be used to describe all occupations
defined competencies promote a common              included within an occupational study group.
understanding of the critical elements of each     This approach has several advantages (see Table
job among HR personnel, management, and            I on next page) over traditional occupational
employees. OPM has found that this common          analyses in which different HR branches would
language is applicable for a broad range of        independently survey the same job incumbents
public-sector organizations, including state       and gather similar data. For example, within
and municipal governments.                         an organization, one HR function would col-
    Competencies provide a common lan-             lect information to build selection procedures
guage across HR functions; therefore, they         while another function would collect informa-
provide a natural foundation for integrating       tion on training needs. Such an approach re-
these functions. OPM has conducted federal         sulted in redundancy in effort and cost, as well
governmental job analyses that lay the foun-       as over-surveying of incumbents. Similarly,
dation for public-sector competency models         across the federal government, HR departments
for many occupations.                              from different agencies would also duplicate
                                                   data collection efforts. With the development
   Occupational Analysis Methodology               of a single job competency model costing up to
                                                   $150,000, the costs of these individual studies
Over the last decade, OPM conducted fed-           add up quickly. The MOSAIC methodology
eral governmental job analyses studies (i.e.,      eliminates the need to develop different sur-
occupational analyses) of three occupational       veys for different jobs. It also allows a one-time
groups. First, the Leadership Effectiveness        collection of data for all HR purposes, paving
Study examined executive, managerial, and          the way to a truly integrated approach to HR.
supervisory positions (Corts & Gowing, 1992;            The savings from the systematic MO-
Gregory & Park, 1992). The second study ex-        SAIC approach are significant. For example,
amined seventy-seven clerical and technical        the clerical and technical occupational study
occupations (Rodriguez, Usala, & Shoun,            examined seventy-seven occupations for
1996), and the third study examined 119 pro-       about the cost of ten individual studies, sav-
fessional and administrative occupations (Pol-     ing the federal government approximately
lack, Simons, & Patel, 1999). Three additional     $130,000 per occupation for a total savings
studies are currently in progress to complete      of over ten million dollars. Other associated
the initial studies of the world of work in the    costs are also reduced. For example, a single
federal government: (1) one hundred Trades         study for multiple purposes reduces the print-
and Labor occupations (Bright, 2002), (2) four     ing and survey administration costs of mul-
Information Technology occupations with ten        tiple studies.
312   •   HUMAN RESOURCE MANAGEMENT, Fall 2002

                    TABLE I   Advantages of the MOSAIC Approach to Occupational Analyses.

                   MOSAIC Approach                                       Traditional Occupational Analyses

                   • Studying groups of jobs at one time reduces time    • Studying one job at a time costly in terms of time
                     and resource expenditures                             and resources

                   • Broadly defined, general tasks are more enduring    • Tasks defined at a high degree of specificity are
                                                                           easily outdated

                   • Common set of competencies and tasks allows         • Very specific KSAs and tasks do not allow
                     comparisons across jobs                               comparisons across jobs

                   • Facilitates integrated approach to human resource   • Not integrative; separate teams gather data for
                     management (for example, serves as foundation         different human resource management initiatives
                     for selection and promotion procedures, training      (for example, selection and promotion procedures,
                     needs assessment, performance management              training needs assessment, performance manage-
                     standards, and human resource planning)               ment standards, and human resource planning)

                        Using a common language developed                and empirically based information. The ap-
                   based on a group of jobs allows a single sur-         proach provides the foundation for agencies
                   vey to collect information for multiple jobs and      to build integrated HR systems that use a com-
                   allows comparisons both within and across             mon set of tasks and competencies to struc-
                   occupations in an occupational group. Be-             ture job design, classification, recruitment,
                   cause tasks are written broadly to apply to           selection, performance management, training,
                   multiple jobs in an occupational group, they          career development, and human resource
                   are typically more enduring and encompass-            planning. It also can ensure that employees
                   ing. For example, the MOSAIC task, “Uses a            receive a consistent message about the ele-
                   computer or word processor to create, edit,           ments on which they are selected, evaluated,
                   print, retrieve, or manipulate files,” will be        and trained.
                   outdated far less quickly than the task, “Uses            The MOSAIC methodology consists of
                   WordPerfect 6.0 to create letters.” This broad        several steps: review of literature and job docu-
                   wording of the MOSAIC task allows for                 ments, development of competencies and
                   changes in the types of output and changes in         tasks, identification of rating scales for the
                   technology by focusing on the main part of            survey, linkage of tasks to competencies, de-
                   the task “using a word processor.” Addition-          velopment of competency benchmarks, and
                   ally, rating the same tasks and competencies          development of competency-based questions.
                   for all occupations provides data to identify
                   occupations with similar task and competency          Review of Literature and Job Documents
                   requirements. This can be particularly useful
                   for HR initiatives such as career transitioning,      The development of competencies and tasks
                   restructuring, and occupational consolidation.        begins with a comprehensive literature review.
                   For example, in the federal government, people        The goal of the literature review is to develop
                   have traditionally remained in the same job           comprehensive competency and task lists for
                   classification and progressed in pay. The com-        an occupational group. The literature review
                   petency system helps focus on similarities            integrates information from the organizational
                   across jobs, facilitating a career lattice ap-        and psychological literature, published job
                   proach where people can move among jobs               analysis studies, training and certification in-
                   based on the competencies that they bring to          formation, and documents such as current job
                   the job.                                              descriptions and job advertisements from pub-
                        The MOSAIC approach ensures that HR              lic and private sector organizations. The re-
                   decisions are founded on technically sound            view also includes literature that addresses
Developing Competency Models to Promote Integrated Human Resource Practices   •   313

future trends and work conditions of an oc-         tencies needed to perform them. The final-
cupational group, including projected future        ized task and competency statements are re-
roles and job requirements. All KSAs, compe-        viewed by a panel of research psychologists to
tencies, and tasks found in the literature re-      determine the importance of each competency
view are compiled into a database. For ex-          for successfully performing each task. Previ-
ample, over 10,000 tasks and 500 KSAs were          ous work (O’Leary, Rheinstein, & McCauley,
collected for the clerical and technical study.     1989) has shown that ratings of psychologists
This information is then sorted by key words        are similar to those made by job incumbents.         Benchmark
to create competencies and tasks that cover         The linkage is the final step in finalizing the      levels provide a
                                                                                                         standard way to
the work performed by all the occupations in        competencies and tasks for the occupational
                                                                                                         define mastery of
the study and that eliminate redundancy and         survey. This step ensures that the lists are         the competencies
confusion in terminology. After draft lists of      comprehensive for the jobs. For example,             for an individual
competencies and tasks are developed, the lists     when a competency does not link to any tasks,        or position.
are reviewed and finalized by focus groups          it indicates that either tasks are missing or
comprised of subject matter experts. The fi-        the competency should not have been in-
nal lists (e.g., 170 tasks and thirty-one com-      cluded. Task-to-competency linkages are also
petencies for seventy-seven clerical and tech-      critical because (1) they are recommended
nical jobs) comprise the common language for        by the Uniform Guidelines on Employee Se-
the occupational group under study.                 lection Procedures (Equal Employment Op-
                                                    portunity Commission, 1978), and (2) the
Selection of Rating Scales                          linkage information provides the foundation
                                                    for developing a broad array of HR products
Scales for rating of competencies and tasks         (e.g., training objectives and curricula, per-
are evaluated for inclusion on the survey.          formance standards, career development
Scales are selected to ensure that information      plans, recruitment and selection procedures).
from the survey is applicable for different HR
functions and meets professional and legal          Competency Benchmarks and Questions
requirements (Ricci, 2001). Since the surveys
are lengthy, the scales are divided between job     The final step in the MOSAIC approach in-
incumbents and supervisors. For example, in         volves the development of benchmarks, or
the clerical study, job incumbents were asked       mastery levels, for competencies. An individual
to rate how much time they spent on tasks.          can be evaluated by comparing his/her mas-
On their form, supervisors were asked to rate       tery of a competency to the benchmark levels
the importance of the tasks, because supervi-       (see Table III). Similarly, successful perform-
sors are expected to have the best understand-      ance in a position requires that an individual
ing of tasks that are important for occupational    demonstrate mastery of the competency at a
success. A typical survey includes competency       specific benchmark level. Although the occu-
rating scales for importance (used for mul-         pational studies do not ask for levels of com-
tiple HR purposes), required at entry (used         petencies, competency benchmark levels are
for recruitment and selection), distinguishing      important for many HR practices, such as per-
value (used for selection and performance           formance management. Benchmark levels pro-
management), and need for training (used for        vide a standard way to define mastery of the
career development). Task scales for impor-         competencies for an individual or position.
tance and frequency or time spent (used for         Each competency benchmark consists of level
multiple HR purposes) are also included. See        definitions (i.e., the general statement of level)
Table II for examples of these scales from the      and behavioral examples (i.e., actual job be-
Professional and Administrative study.              haviors). The definitions provide a standard
                                                    that is not changed, while the examples can
Task and Competency Linkages                        be modified and made job specific.
                                                        Psychologists and subject matter experts
For a fully integrated, competency-based HR         develop competency benchmarks. Psycholo-
system, tasks must be linked to the compe-          gists develop benchmark level definitions
314   •   HUMAN RESOURCE MANAGEMENT, Fall 2002

                    TABLE II Professional and Administrative Study Rating Scales.

                   Form                    Task Scales                              Competency Scales

                   Incumbents              Frequency:                               Importance:
                                           0 = Not Performed                        1 = Not Important
                                           1 = Every few months to yearly           2 = Somewhat Important
                                           2 = Every few weeks to monthly           3 = Important
                                           3 = Every few days to weekly             4 = Very Important
                                           4 = Every few hours to daily             5 = Extremely Important
                                           5 = Hourly to many times each hour
                                                                                    Need for Training:
                                                                                    1 = Training Is Not Needed
                                                                                    2 = Some Training Is Needed
                                                                                    3 = Considerable Training Is Needed
                                                                                    4 = Do Not Know/Not Part of the Job

                   Form S1-Supervisors     Importance:                              Importance:
                                           0 = Not Performed
                                           1 = Not Important                        1 = Not Important
                                           2 = Somewhat Important                   2 = Somewhat Important
                                           3 = Important                            3 = Important
                                           4 = Very Important                       4 = Very Important
                                           5 = Extremely Important                  5 = Extremely Important

                                                                                    Required at Entry:
                                                                                    1 = Not Needed for the Job
                                                                                    2 = Not Needed at Entry because it is
                                                                                    acquired through training or experi-
                                                                                    ence
                                                                                    3 = Desirable at Entry because those
                                                                                    who possess it develop competence
                                                                                    more readily
                                                                                    4 = Essential at Entry because those
                                                                                    who do not possess it will not acquire it
                                                                                    through training or experience

                   Form S2-Supervisors     Importance:                              Distinguishing Value:
                                           0 = Not Performed                        1 = Not Valuable
                                           1 = Not Important                        2 = Somewhat Valuable
                                           2 = Somewhat Important                   3 = Valuable
                                           3 = Important                            4 = Very Valuable
                                           4 = Very Important                       5 = Extremely Valuable
                                           5 = Extremely Important
                                                                                    Need for Training:
                                                                                    1 = Training Is Not Needed
                                                                                    2 = Some Training Is Needed
                                                                                    3 = Considerable Training Is Needed
                                                                                    4 = Do Not Know/Not Part of the Job

                   based on the literature review with higher lev-     statements corresponding to each benchmark
                   els incorporating greater scope and complex-        level. These panels then rate each example on
                   ity. Using competency definitions, a list of        the extent to which it is related to the compe-
                   tasks linked to the competencies, and their         tency and assign a level to each example, us-
                   own knowledge of the jobs, subject matter           ing the benchmark definitions as the rating
                   expert panels develop examples of behavioral        scale. The means and standard deviations of
Developing Competency Models to Promote Integrated Human Resource Practices   •   315

 TABLE III   Competency Definition, Question, and Benchmark Levels.

                                                 Teamwork
Definition: Encourages and facilitates cooperation, pride, trust, and group identity; fosters commitment and
team spirit; works with others to achieve goals.

Competency-Based Questions: Describe a situation in which you worked with a team to achieve a common
goal. What was the goal? Who was on the team and how was the team assembled? What steps did you take
to work toward meeting the goal? What was the outcome?

                                Competency Benchmark or Mastery Levels

                   Level Definitions                                   Behavioral Examples
Level 5                                                 Level 5
Fosters group identity and pride; motivates team        Encourages win-win approaches and solutions at
members to achieve goals; contributes to team’s         labor–management meetings; works on a team that
proposal activities and effort to attain goals.         develops and wins a large contract.

Level 4                                                 Level 4
Contributes to team goal setting, work planning,        Serves as a committee member to set goals and to
and progress; facilitates group discussions by          promote charitable contributions (e.g., Combined
reflecting and summarizing members’ comments;           Federal Campaign); participates in a series of team
helps team to make significant progress toward          meetings to develop strategies to improve a
attaining team goals.                                   procedure.

Level 3                                                 Level 3
Contributes to group discussions by giving short        Reviews and discusses the merits of candidate
informative presentations; cooperates with team         software assigned by LAN task force; works with
members to complete tasks assigned to the team.         another team member to interview customers to
                                                        determine service strengths and needs.

Level 2                                                 Level 2
Contributes to group discussions; volunteers to         Participates in meetings by citing experience with
assist another co-worker who has excess work.           using a specific product or service; works tempo-
                                                        rarily in a department or unit where extra help is
                                                        needed.

Level 1                                                 Level 1
Performs routine tasks to assist co-workers in the      Coordinates with inventory clerk to ensure that
immediate work area; follows instructions to            materials are unloaded and stored in the proper
complete assignments.                                   order; completes forms clearly and accurately to
                                                        facilitate processing by another clerk.

these ratings determine benchmark examples                 Development of Competency Models
that will be retained for each level.
    After finalizing the benchmarks, questions          The size of the organization should be consid-
are written for each competency to elicit be-           ered in determining the job analysis methodol-
havioral responses that can be tied back to the         ogy. Larger organizations, like the federal govern-
benchmarks for rating purposes (see Table III).         ment, should use survey approaches to collect
This represents an application of the behav-            job analysis information to achieve sufficient rep-
ioral consistency approach, where past behav-           resentation of the population, whereas smaller
ior is a good indication of future behavior             organizations or jobs with few incumbents may
(Schmidt et al., 1979).                                 be adequately represented through focus groups.
316    •    HUMAN RESOURCE MANAGEMENT, Fall 2002

                           To develop federal competency models,            well as ratings by supervisors of the require-
                      occupational analysis surveys are sent out to a       ment that individuals have that competency
                      stratified, random sample of incumbents and           upon entry into the job. Competency models
                      supervisors. The data are collected and ana-          are also formed for several levels of each oc-
                      lyzed to identify critical competencies and tasks     cupation (e.g., entry into the occupation, in-
                      for each occupation. The large number of re-          termediate, full performing/journey). These
                      spondents for each survey (e.g., 7,938 for ex-        competency models are intended for use by
                      ecutives, supervisors, and managers; 59,997 for       HR professionals and line managers to inform
                      seventy-seven clerical and technical jobs;            their daily HR activities by providing a sound
                      46,889 for 105 professional and administra-           basis for their decisions. The key to the suc-
                      tive jobs) shows the scope of these projects.         cess of this effort is to make this large data-
                      Data are analyzed for each occupation at every        base easily accessible by providing informa-
                      grade (i.e., pay) level where there are sufficient    tion in an automated format.
                      respondents. To create the final competency
                      model for an occupation or occupational group,          Reasons for Automating Study Results
                      both incumbent and supervisor ratings are typi-
                      cally used. The Leadership Effectiveness Study,       OPM wanted to provide line managers, HR
                      however, surveyed only incumbents.                    professionals, and employees with immediate
                                                                            access to occupational information. With ad-
                      Developing Competency Models for an                   vances in technology, it became possible to
                      Occupational Group                                    place this information in easy-to-use systems,
                                                                            ensuring that it is used for daily HR opera-
                      To identify similar jobs within an occupational       tional purposes as well as other programmatic
                      group, statistical analyses are conducted. Clus-      initiatives. With the assistance of HR profes-
                      ter analysis is used to group occupations based       sionals within the federal government, OPM
                      on similarities in ratings of competencies on         designed two automated occupational data
                      importance. These clusters provide the compe-         delivery systems, the Human Resource Man-
With advances in      tency model for the occupational group in terms       ager (HR Manager), designed for use by HR
technology, it        of general job families. Table IV shows the re-       professionals and line managers, and
became possible       sults of the cluster analysis of the clerical and     USACareers (originally called Career Counse-
to place this         technical jobs. The occupational group compe-         lor), designed as a career development tool for
information in        tency model provides a general guide to federal       use by employees. These systems not only pro-
easy-to-use
systems, ensuring
                      agencies about the competency requirements            vide the results of the occupational analyses
that it is used for   and similarities among jobs. It results in two sets   but also useful applications of the data. In
daily HR              of competencies: those core to the broad occu-        addition, they place the same competency in-
operational           pational group (e.g., clerical and technical oc-      formation in the hands of managers and em-
purposes as well      cupations) and the competencies core to a             ployees, building a foundation for clearer com-
as other
                      smaller subset of similar occupations within that     munication of occupational expectations and
programmatic
initiatives.          group (e.g., administrative cluster). Using the       career progression.
                      occupational clusters, competency-based prod-
                      ucts, such as selection examinations, can be de-
                      signed for groups of occupations, reducing the        The HR Manager System
                      costs incurred by developing separate products
                      and tools for each occupation.                        The HR Manager was designed to provide
                                                                            human resource professionals and line man-
                      Developing Competency Models for an                   agers with the data necessary to make in-
                      Occupation                                            formed HR decisions. The HR Manager has
                                                                            undergone significant transformations as tech-
                      The competency model, or occupational pro-            nology has improved and as users have pro-
                      file, for each occupation for which there are         vided suggestions. The HR Manager evolved
                      sufficient data is based on the ratings of im-        from a strict data delivery system to one con-
                      portance by supervisors and incumbents as             taining competency-based HR products (for
TABLE IV Competency-Based Occupational Clusters and Associated Competencies for Clerical and Technical Jobs.

Information Support               Administrative                                  Technology and Programs                         Financial
0072 Fingerprint Identification   0029 Environmental Protection Assistant         0204 Military Personnel Clerical & Technician   0344 Management Clerical & Assistance
0305 Mail and File                0086 Security Clerical & Assistant              0313 Work Unit Supervising                      0361 Equal Opportunity
0350 Equipment Operator           0134 Intelligence Aid & Clerk                   0332 Computer Operations                        0503 Financial Clerical & Assistance
0356 Data Transcriber             0203 Personnel Clerical Technician              0335 Computer Clerk & Assistance                0525 Accounting Technician
1421 Archives Technician          0303 Misc. Clerk & Assistant                    0390 Telecommunications Processing              0530 Cash Processing
2091 Sales Store Clerical         0304 Information Receptionist                   0392 General Telecommunications                 0540 Voucher Examining
                                  0309 Correspondence Clerk                       0394 Communications Clerical                    0544 Civilian Pay
                                  0312 Clerk-Stenographer & Reporter              0675 Medical Records                            0545 Military Pay
                                  0318 Secretary                                  0679 Medical Clerk                              0561 Budget Clerical & Assistance
                                  0322 Clerk-Typist                               1152 Production Control                         0592 Tax Examining
                                  0326 Office Automation Clerical & Assistance    1411 Library Technician                         0962 Contract Representative
                                  0382 Telephone Operating                        1702 Education & Training Technician            0963 Legal Instruments Examining
                                  0986 Legal Clerk & Technician                   2001 General Supply                             0990 General Claims Examining
                                  1001 General Arts & Information Assistance      2005 Supply Clerical & Technician               0998 Claims Clerical
                                  1087 Editorial Assistance                       2102 Transportation Clerk & Assistant           1101 General Business & Industry
                                  1802 Compliance Inspection & Support            2151 Dispatching                                1105 Purchasing
                                                                                                                                  1106 Procurement Clerical & Assistance
                                                                                                                                  1107 Property Disposal Clerical Tech
                                                                                                                                  1531 Statistical Assistant
                                                                                                                                  2131 Freight Rate
                                                                                                                                  2132 Travel
                                                                                                                                  2134 Shipment Clerical & Assistance

Stamina                           Reading                                         Reading                                         Reading
                                  Writing                                         Writing                                         Writing
                                  Speaking                                        Speaking                                        Speaking
                                  Listening                                       Listening                                       Listening
                                  Customer Service                                Customer Service                                Customer Service
                                  Organizational Awareness                        Organizational Awareness                        Organizational Awareness
                                                                                  Manages and Organizes Information               Manages and Organizes Information
                                                                                  Decision Making                                 Decision Making
                                                                                  Reasoning                                       Reasoning
                                                                                                                                  Arithmetic/Mathematical Reasoning
                                                   Clerical/Technical Basic Competencies (associated with all four clusters)
Integrity/Honesty                 Technical Competence                   Flexibility                  Memory                      Teamwork
Conscientiousness                 Interpersonal Skills                   Self-Esteem                  Self-Management
                                                                                                                                                                           Developing Competency Models to Promote Integrated Human Resource Practices
                                                                                                                                                                           •
                                                                                                                                                                           317
318   •   HUMAN RESOURCE MANAGEMENT, Fall 2002

                   example, succession planning models, struc-         “agency-specific” component that allows the
                   tured interview questions for selection). It        California users to access their data and com-
                   consists of two major components. The first         pare it to the federal data. Other public-sec-
                   component provides the results of the occu-         tor organizations also began to see the benefit
                   pational survey, displayed by occupation and        of using a common language. While some of
                   pay level for each competency scale (for ex-        these have chosen to take part in the occupa-
                   ample, importance of competencies for               tional studies (for example, the states of Michi-
                   entry-level secretary). These results formed the    gan and Indiana), others matched their
                   basis for the first iteration of the HR Man-        occupations to the federal occupations to be
                   ager, known as the Report Generator.                able to use the system (for example, the state
                        Subsequently, OPM worked with users to         of New Jersey). These matches are based on
                   develop the second component. This compo-           the similarity between the state or local jobs
                   nent provides summarized data and                   and the competencies and tasks in the federal
Through            competency-based HR tools designed prima-           occupational profiles.
leveraging         rily for use in job design and description, re-
technology, the    cruitment and selection, performance                The USACareers System
HR Manager
                   management, and career development and
ensures that
occupational       training. As additional occupational studies are    USACareers, based on the same data as HR
information can    performed, more data are added to the sys-          Manager, helps employees to make informed
be used on a       tem. In addition, feedback from users contin-       choices when managing their careers. Several
daily basis to     ues to be incorporated into new iterations of       of the features in USACareers are identical to
support HR         the system. For example, the Internet version       those in the HR Manager so that a consistent
practices and
decisions.         of the HR Manager offers many advantages            message is conveyed for employees and man-
                   over previous versions. The advantages include      agers. However, the data in USACareers are
                   the ability to make more timely updates of data     for the employees’ own self-assessment and
                   and features, easier access from remote loca-       development. Managers cannot view data for
                   tions, the ability to access the Internet-based     an individual employee; therefore, employees
                   system without installing additional software,      can use the system without concern for nega-
                   links to other relevant sites, and the ability to   tive job impact. This system was designed to
                   transport data to other systems. Through le-        help employees gain a better understanding
                   veraging technology, the HR Manager ensures         of the competency requirements for their cur-
                   that occupational information can be used on        rent jobs and to help them understand the
                   a daily basis to support HR practices and de-       requirements of future career alternatives
                   cisions. OPM is also working to assist several      through assessment, training, development
                   agencies that own HR Manager to integrate           plans and activities, career exploration, and
                   the data into their HR information systems.         the availability of job opportunities.
                        The initial HR Manager was designed for             This comprehensive system was designed
                   federal agencies; however, state and local gov-     to assist employees in a time when the federal
                   ernments have found the system to be of great       government was reducing its numbers. How-
                   value in their HR processes. For example, the       ever, it also helps employers understand the
                   state of California needed to conduct an oc-        competencies of their current workforce. The
                   cupational analysis of its clerical classes to      system provides the employer with reports that
                   form the foundation of a new clerical test.         can be used to identify the overall results of
                   Instead of developing new task and compe-           the competency assessments, assisting the
                   tency lists, they compared the competencies         employer in workforce planning by identify-
                   and tasks on the federal survey of clerical and     ing target areas of improvement.
                   technical occupations to the work of their
                   clerical classes. They found that the OPM             Forming Partnerships: A Consortium
                   survey was comprehensive and subsequently                          Approach
                   administered it to employees in 90 clerical
                   classes. The results of the California data were    OPM has established consortia of interested
                   placed in the HR Manager in a separate              parties for both the automated systems and
Developing Competency Models to Promote Integrated Human Resource Practices   •   319

the occupational studies to pool financial and      the importance of the new Standard Occupa-
human resources, benchmark best practices,          tional Classification (SOC) that will provide
and facilitate the exchange of information.         a standard classification of jobs that will be
These groups have grown to include federal          used by all federal agencies in their data col-
agencies, state and local governments, and          lection efforts (Pollack, Simons, Romero, &
nonprofit associations and public institutions      Hauser, 2002; U.S. Office of Management and
(e.g., libraries, public colleges and training      Budget, 2000). This system will enable pri-
institutes). The organizations participating in     vate and public sector organizations to share       OPM has
the consortia realize a return on their invest-     labor market information, such as pay surveys.      established
                                                                                                        consortia of
ment as the data are applied to programmatic        Additionally, organizations that provide infor-     interested parties
and policy initiatives, as well to various HR       mation to the Equal Employment Opportu-             for both the
processes (e.g., development of succession          nity Commission will use the SOC as a re-           automated
planning models, development of vacancy or          porting framework. The SOC working groups,          systems and the
job announcements).                                 responsible for the design of the new SOC,          occupational
                                                                                                        studies to pool
                                                    identified occupations that are based on work-
                                                                                                        financial and
  Applications of Competency Modeling               ers who perform similar job tasks at similar        human
                                                    skill levels. OPM provided occupational pro-        resources,
There are two primary levels for use of com-        files (i.e., critical competencies and tasks) for   benchmark best
petency models. The first uses competency           clerical, technical, administrative, and profes-    practices, and
                                                                                                        facilitate the
models for specific occupations to facilitate       sional occupations to the working groups to
                                                                                                        exchange of
HR activities. The second level uses compe-         assist in this work. Clusters of occupations        information.
tency models of occupational groups to maxi-        based on tasks and competencies were also
mize use of resources. Once developed, these        provided to the working groups to help iden-
models can then be applied “as is” or tailored      tify higher level categories in the SOC. For all
to facilitate the accomplishment of organiza-       new occupational studies, OPM will collect
tional objectives. This section will discuss the    data according to the new SOC structure and
development and application of these models         provide the data to the SOC working groups.
to showcase the flexibility and range of use of     These data will contribute to the empirical
competencies from programmatic and opera-           foundation for future revisions of the SOC.
tional perspectives.
                                                    Competencies used to revise qualification stan-
Level One: Competency Models for Indi-              dards. Building on the results of the occupa-
vidual Occupations                                  tional studies, OPM began a comprehensive
                                                    review of federal qualification standards (mini-
Competency models are typically developed for       mum qualifying standards to enter an occu-
individual occupations. To identify the critical    pation) to identify how this occupational in-
competencies for an occupation, OPM uses            formation can be used to update these stan-
supervisor and incumbent ratings of importance      dards. Starting with pilot projects for accoun-
as well as the ratings by supervisors on the com-   tant and information technology positions,
petencies that are needed for entry into a job.     OPM is testing the modification of minimum
These critical competencies, along with criti-      qualification standards used for federal posi-
cal tasks, form an occupational profile. Agen-      tions. This change would move the federal
cies and their subject matter experts review        government from using rigid, traditional
these models to ensure the fit of the model         time-in-grade and experience requirements to
within the organization. OPM has used these         a “whole-person” competency-based model,
profiles for a number of purposes, ranging from     using the competency models of individual
input into major federal initiatives to the post-   occupations. A competency-based approach
ing of job announcements. Some highlights of        offers many advantages over the traditional
OPM’s application of these models follow.           system for identifying qualified applicants for
                                                    federal positions. The competencies identified
Competencies and the Standard Occupational          for occupations are soundly grounded in the
Classification System. OPM has recognized           scientific analysis from the MOSAIC studies.
320   •   HUMAN RESOURCE MANAGEMENT, Fall 2002

                   They can be applied in the selection process       nouncements and to develop scoring mecha-
                   through a variety of candidate assessment          nisms (e.g., crediting plans, rating guides for
                   techniques (e.g., structured interviews, on-line   structured interviews) for evaluating the can-
                   tests, work sample assessments). This gives        didates. Benchmarks and interview questions
                   agency officials new options for fast and flex-    from HR Manager were used to develop a
                   ible hiring. As agencies have downsized, the       modular-format structured interview that
                   importance of high-quality selections has in-      could be administered on-line. Finally, a
                   creased and the criteria used to make these        Web-based computer adaptive assessment sys-
                   selections have become more critical for de-       tem was provided to pilot agencies so that
                   veloping a high-performance workforce.             they could have access to over one hundred
Competency              The two pilot projects testing the revised    IT technical assessments.
benchmarks from
HR Manager         standards will be evaluated by participating            The results of this work led to a system
were used to       agencies before being instituted throughout        that focuses on an optimal competency pro-
develop vacancy    the government. In the Accountant Pilot, the       file for a job, not the minimum qualifications
announcements      Chief Financial Officers Council of the Fed-       for a job. OPM plans to continue development
and to develop     eral Government, OPM, and a group of eight         of the competency-based qualification stan-
scoring
mechanisms
                   agencies contributed to the development of a       dards for other federal occupations.
(e.g., crediting   competency-based job profile for accountant
plans, rating      positions. This job profile was based on the       Competencies and HR functions. Finally, com-
guides for         empirical data gathered in the occupational        petency models for individual occupations
structured         study. Focus groups were conducted to fur-         provide the basis for daily HR activities. Many
interviews) for
evaluating the
                   ther define the technical competencies (e.g.,      agencies are using competencies as the foun-
candidates.        economics and accounting), taking them to a        dation for recruitment and selection. For ex-
                   lower level (e.g., budgeting concepts and prin-    ample, recruitment or job advertisements at
                   ciples) than those found in the study of pro-      many agencies now include competencies.
                   fessional and administrative occupations. The      Additionally, the advertisements may ask ap-
                   pilot on IT occupations includes the develop-      plicants to specifically address the competen-
                   ment of new specialty titles to replace the gen-   cies or to answer competency-based questions.
                   eral computer specialist title. OPM used the       The U.S. Mint has used this approach suc-
                   new SOC as its foundation for developing new       cessfully and has found that the quality of
                   IT titles and definitions of the work associ-      applicants has improved, with the added ben-
                   ated with these titles, while simultaneously       efit of some unqualified candidates
                   working to revise the minimum qualification        self-selecting out of the applicant pool. The
                   requirements for IT occupations using the data     questions can also be used in structured in-
                   from the occupational studies. These               terviews of qualified candidates. Rating crite-
                   competency-based requirements will be              ria can be developed using the competency
                   aligned with the new title structure. A new        benchmarks or levels.
                   occupational survey is being sent to identify           Within the Employment Service (ES) of
                   the critical tasks and competencies for each       the OPM, a pilot competency-based perform-
                   of the specialty titles. Results will be used to   ance evaluation system has been established
                   verify the new classification structure and        using competency benchmarks as the foun-
                   qualifications profile.                            dation for the system. This system was de-
                        OPM provides agencies participating in        signed for all jobs within the ES using the
                   the pilots of the competency-based job pro-        competency data collected in the occupa-
                   files with recruitment and selection strate-       tional studies. Competencies were selected
                   gies and tools. These tools include new            as critical elements in the performance man-
                   candidate assessment instruments, special          agement system, based on information col-
                   recruiting material, a training program to in-     lected on importance and distinguishing
                   sure correct and consistent application of the     value (i.e., which competencies were rated
                   profile, and an outreach program to educate        the highest for distinguishing superior per-
                   managers. Competency benchmarks from HR            formers). Competency benchmarks were
                   Manager were used to develop vacancy an-           used to anchor the rating scale for the per-
Developing Competency Models to Promote Integrated Human Resource Practices   •    321

formance review process. These competency           of jobs are identified and the resulting com-
ratings are combined with ratings on the            petency model is used.
achievement of results to provide a complete
picture of an individual’s performance.             Assessment. OPM developed job clusters (see
    Competency models of individual occu-           Table IV) to provide the foundation for a new
pations also form the foundation for training       selection test for federal clerical occupations.
and development activities. For example, the        Four clusters of clerical occupations were           By developing
Forest Service (FS) is deploying a                  identified, with a set of core competencies          families and
competency-based training information sys-          identified for all clerical occupations. For each    bands of jobs that
                                                                                                         are based on
tem using competencies from the HR Man-             of the four clusters or families of jobs (e.g.,
                                                                                                         common
ager as the basis for needs assessment. This        administrative), additional cluster-specific         competencies,
system will search course information and           core competencies were identified. The cleri-        employers are
identify courses that provide training on the       cal examination measures both core and               able to fully
competencies selected as critical for the job.      cluster-specific competencies. The clerical test     utilize their
Employees and supervisors provide ratings on        is in modular form so that different sections        resources by
                                                                                                         developing and
competencies to identify which competencies         of the test can be used for appropriate job fami-    implementing
are most critical in an employee’s development      lies (e.g., Arithmetic/Mathematical Reasoning        training
during a given time period. The system will         for jobs in the Financial Family; see Table IV).     programs that
also feature an on-line catalog, approval of all                                                         reflect these
non-FS courses, and track the training his-         Career banding. OPM’s job families have been         competencies.
tory of individuals. Within the state of Colo-      used as a foundation for occupational consoli-
rado, several departments have begun to use         dation and career banding. For each job fam-
occupational profiles as a foundation for their     ily, career bands can be defined. Career bands
career models. The Colorado Department of           are broad levels (e.g., entry, intermediate, full,
Transportation (CDOT) has used critical com-        and expert) for which required competencies
petencies to develop a competency-based en-         are identified. This grouping is similar to the
gineering succession and development                banding of pay grades in broadbanding, but is
planning model by tying engineering exami-          not designed to modify pay grades. By devel-
nations and training to the competencies. The       oping families and bands of jobs that are based
Colorado Department of Human Services is            on common competencies, employers are able
also using a competency-based approach to           to fully utilize their resources by developing
succession planning. It is using a “Competency      and implementing training programs that re-
Assessment Form” to rate the current impor-         flect these competencies. Employees, in turn,
tance and future importance of various com-         can begin to understand the competencies
petencies for its managers and supervisors, and     required for progression in their current jobs
to assess their current preparedness and fu-        and become aware of other career alternatives.
ture preparedness to meet these needs. This
subset of applications represents how empiri-       Succession planning. Another empirically
cally based competency models for individual        based application of a competency model for
occupations provide the foundation for sup-         an occupational group was the development
porting HR applications.                            of a leadership succession model that provided
                                                    the critical competencies for supervisors, man-
Level Two: Developing Competency Models             agers, and executives. This succession plan-
for Occupational Groups                             ning model identified the competencies tar-
                                                    geted for training by the Federal Management
Using competency models based on an oc-             Development Centers. Training course de-
cupational group can help streamline HR ini-        scriptions are linked to these competencies.
tiatives, which will reduce resource needs,         The leadership competency model for execu-
as well as provide a larger snapshot of groups      tives was updated in 1998 (Eyde, Gregory,
of jobs. The groups of jobs can be based on         Muldrow, & Mergen, 1999) using an exten-
empirical data or strategic needs. In both          sive literature review, benchmarking study with
cases, the common competencies for a group          the private sector, and executive focus groups.
322   •   HUMAN RESOURCE MANAGEMENT, Fall 2002

                   The updated model provided the basis for the            The strategic use of competencies can also
                   Federal Senior Executive Service (SES) Lead-        promote the desired culture of an organization.
                   ership Core Qualifications that are used to         For example, the U.S. Mint has established an
                   assess applicants into SES positions. A future      executive contract (i.e., a performance contract)
                   government-wide survey will expand on the           that ties these concepts together. Instead of
                   research done for executives. Results will up-      focusing only on results, the Mint also focuses
                   date the succession planning model developed        on competencies used to achieve the results.
                   from the 1992 leadership study.                     By identifying competencies or groups of com-
                                                                       petencies that are critical to the organization
                   Competencies and the Organizational Mission         and placing them in a performance contract,
                                                                       an organization is communicating the way that
                   The role of HR professionals has expanded to        business should be conducted. Performance
                   include new responsibilities as a strategic part-   contracts can result in decreases in grievances,
                   ner to management and change agent (Ulrich,         absenteeism, and sabotage.
                   1997). Competencies support these new roles             Changes in federal policy and HR prac-
                   since they can be linked to and promote the         tices have been facilitated by competency data.
                   strategic mission and values of an organiza-        In the early 1990s, the primary mission of ES
                   tion. The linkage of occupation-related com-        was to recruit and retain a high-quality fed-
                   petencies and activities to the organizational      eral workforce. Competency models provided
                   mission and goals provides a clear line of sight    the data to promote this mission, by identify-
                   between individual and team performance and         ing the critical competencies for different oc-
                   organizational success. The organization can        cupations to establish the criteria for selection
                   reward the accomplishments directly related         tests. Currently, with a tight labor market, it
                   to the agency’s mission and reward those com-       important for the federal government to in-
                   petencies that drive organizational success. By     crease the flexibility of its hiring system. ES is
                   aligning the strategic plan with competencies,      using the results of the occupational analyses
                   an organization can effectively derive recruit-     to pilot test a competency-based approach to
                   ment, selection, and training strategies that       establish qualifications for jobs, resulting in a
                   will support projected future needs, resulting      dramatic change in the way the federal gov-
                   in high-performing employees and a high-            ernment can hire. These applications demon-
                   performance organization.                           strate the broad implications of the use of
                        To ensure the continual linkage of             competencies to support HR initiatives.
                   workforce competencies to an organization’s
                   strategic mission and the adaptation of com-                      Future Directions
                   petencies to the changing business environ-
                   ment, an organization can conduct periodic          OPM was created to ensure that a merit sys-
                   competency audits using its performance man-        tem of hiring and promotion is maintained in
                   agement results. Aggregating individuals’           the federal government. Recent and future
                   strengths and weaknesses on mission-critical        work adds to this mission by supporting the
                   competencies will allow the organization to         basic elements of a merit system, as well as
                   assess the strategic objectives that can be         promoting the selection of individuals with the
                   achieved with its existing workforce. The skills    optimal combination of competencies for per-
                   gap analysis at the organizational level pro-       formance within an occupation and for the
                   vides key information for workforce planning        best fit with the organization. The results of
                   strategies. The competency audit will allow the     the MOSAIC studies have provided the foun-
                   organization to determine how to leverage its       dation for OPM’s policy initiatives as well as
                   resources most effectively with regard to the       for integrated HR tools for managers, employ-
                   strategic mission. The audit provides a focused     ees, and applicants. This foundation of occu-
                   approach for relocating employees within the        pational information is essential for HR to be
                   organization and providing training and de-         value-added in the twenty-first century by as-
                   velopment where they can serve the best or-         sisting organizations in moving forward and
                   ganizational purpose.                               responding quickly to their changing needs.
Developing Competency Models to Promote Integrated Human Resource Practices   •   323

Occupational information allows HR to bring           tors, OPM will work to ensure a common lan-
useful information and data to the decision-          guage for describing jobs. OPM will continue
making process, while reducing the risk of le-        to provide data to support national initiatives.
gal challenges for their organization.                    Although many organizations will probably
     The federal government, as well as many          never conduct the large-scale occupational
other organizations, must be able to more             analyses that OPM does, organizations can
quickly adapt to changes. OPM will continue           build on the publicly available competency
to leverage technology and improve method-            models developed by OPM. OPM plans to
ology to ensure the competency models re-             continue its work with competency models and
main current and applicable and that these            ensure that results are publicly available so
models are quickly distributed. By building           that these models may be a source of infor-
partnerships with the public and private sec-         mation for other organizations.

        Donna Rodriguez is a research psychologist at the U.S. Office of Personnel Manage-
        ment. She has been responsible for planning, conducting, and automating the results
        of government-wide job analyses studies. She has assisted many public-sector organiza-
        tions with strategies on implementing competency models to increase workforce qual-
        ity and performance. Donna received her Ph.D. in Industrial/Organizational Psychology
        from Georgia Institute of Technology.

        Rita Patel is currently a senior consultant for Unisys, providing organizational assess-
        ment, design, and human capital services in the public sector. She served as a research
        psychologist with the U.S. Office of Personnel Management for more than five years.
        She conducted two government-wide job analyses studies and helped design a system
        for delivering job analyses data. Rita received her Ph.D. in Industrial/Organizational
        Psychology from the George Washington University.

        Andrea Bright has been involved with designing and implementing automated job
        analysis delivery systems at the U.S. Office of Personnel Management. She has been
        particularly involved with bringing these systems to state and local government users.
        Additionally, Andrea has been responsible for planning and conducting government-wide
        job analysis studies and assisting in the implementation of competency applications.

        Donna Gregory directs the Personnel Resources and Development Center, a psycho-
        logical research center that conducts basic, applied, and innovative research in every
        area of human resource management to support the mission of the Office of Personnel
        Management. Ms. Gregory has been instrumental in the development and implemen-
        tation of multi-purpose occupational studies and competency modeling. She is cur-
        rently a Senior Executive with the U.S. Office of Personnel Management.

        Marilyn K. Gowing is currently Vice President for Public Sector Consulting and
        Services with the Washington office of Assessment Solutions, Inc. (ASI)/AON Consult-
        ing. Prior to joining ASI/AON, Dr. Gowing was a member of the Senior Executive Ser-
        vice for the U.S. Office of Personnel Management where she directed the Personnel
        Resources and Development Center. Her publications include two books, Taxonomies
        of Human Performance (with Edwin A. Fleishman) and The New Organizational Real-
        ity: Downsizing, Restructuring and Revitalization (with John Kraft and James Campbell
        Quick). Dr. Gowing is currently a member of the Emotional Intelligence Consortium
        chaired by Daniel Goleman and Cary Cherniss of Rutgers University, and she has
        authored a chapter on measures of emotional intelligence in a book published by the
        Consortium.
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