Open Access. Powered by Scholars. Published by Universities.®
- Institution
-
- Singapore Management University (476)
- American Dental Association (380)
- University of Nebraska - Lincoln (365)
- Western Kentucky University (359)
- Georgia Southern University (271)
-
- Air Force Institute of Technology (268)
- Louisiana State University (214)
- Universitas Indonesia (180)
- Purdue University (158)
- Edith Cowan University (147)
- Bowling Green State University (110)
- University of Texas at Tyler (109)
- Old Dominion University (100)
- University of Nevada, Las Vegas (87)
- Liberty University (86)
- Illinois State University (85)
- The University of Southern Mississippi (77)
- Chulalongkorn University (69)
- Clark University (68)
- University of Richmond (65)
- Indian Institute of Management Bangalore (61)
- Embry-Riddle Aeronautical University (59)
- University of Arkansas, Fayetteville (59)
- University of Malaya (59)
- World Maritime University (59)
- Sacred Heart University (54)
- University of Tennessee, Knoxville (51)
- Technological University Dublin (50)
- University of Massachusetts Boston (44)
- City University of New York (CUNY) (42)
- Keyword
-
- Western Kentucky University (245)
- Leadership (183)
- Georgia Southern University (178)
- Human Resources (173)
- Workforce (145)
-
- Human resources (124)
- Staff Council (123)
- Faculty (106)
- Training (100)
- Management (97)
- Job satisfaction (93)
- Benefits (90)
- Diversity (90)
- Staff (88)
- SIEC Historical Documents (81)
- Personnel (78)
- Child welfare (77)
- Child Welfare (68)
- Education (63)
- Human resource management (61)
- Retention (60)
- Performance (59)
- Employment (58)
- Retirements (58)
- Workplace (57)
- Employee engagement (56)
- Recruitment (50)
- Higher education (49)
- Gender (48)
- Employee retention (47)
- Publication Year
- Publication
-
- The Journal of the Michigan Dental Association (365)
- Research Collection Lee Kong Chian School Of Business (351)
- Theses and Dissertations (287)
- WKU Administration Documents (220)
- Staff Council Meeting Minutes & Agendas (194)
-
- LSU Doctoral Dissertations (190)
- Dissertations (151)
- Dismantling Bias Conference Series (145)
- Other QIC-WD Products (136)
- Jurnal Administrasi Bisnis Terapan (100)
- Personnel Assessment and Decisions (99)
- Umbrella Summaries (85)
- International Journal for Business Education (83)
- Human Resource Development Theses and Dissertations (74)
- Chulalongkorn University Theses and Dissertations (Chula ETD) (69)
- School of Professional Studies (68)
- Theses (64)
- Doctoral Dissertations and Projects (62)
- Human Resources Newsletter (61)
- IIMB Management Review (60)
- UNLV Theses, Dissertations, Professional Papers, and Capstones (56)
- Research outputs 2022 to 2026 (51)
- Electronic Theses and Dissertations (48)
- International Journal of Nuclear Security (48)
- Intervention Summaries (46)
- Counseling & Student Affairs Faculty Publications (42)
- Masters Theses & Specialist Projects (42)
- Master's Theses (40)
- Dissertations and Theses (38)
- WCBT Faculty Publications (36)
- Publication Type
- File Type
Articles 4711 - 4740 of 6071
Full-Text Articles in Business
A Comparison Of The Effectiveness Of Two Alternative Instructional Strategies For Teaching Basic Construction Surveying Concepts, Gabriel N. Trahan Jr.
A Comparison Of The Effectiveness Of Two Alternative Instructional Strategies For Teaching Basic Construction Surveying Concepts, Gabriel N. Trahan Jr.
LSU Doctoral Dissertations
The purpose of this experiment was to compare the effectiveness of two alternative instructional strategies for teaching basic construction surveying concepts. The basic concepts of construction surveying, office, field, angles, distance and elevation must be thoroughly understood before complex construction surveying applications can be performed. Instruction in applied science courses such as construction surveying is constantly being impacted by advances in technology. Technological developments require an evolving pedagogy incorporating change while maintaining the integral basics. The dynamics of change require an instructor to maintain basic construction surveying concepts consideration while developing authentic experiences which can be incorporated into the new …
Factors That Influence College Students Who Choose Engineering As Their Major To Presist In That Major To Their Fifth Semester, Kelli Elaine Wildman
Factors That Influence College Students Who Choose Engineering As Their Major To Presist In That Major To Their Fifth Semester, Kelli Elaine Wildman
LSU Doctoral Dissertations
Individuals, institutions, and society are affected by whether or not students persist in college; therefore, persistence and retention on college campuses is an important topic for higher education systems. However, little research has been done on program retention. Since engineering as a profession is expected to increase, it is imperative to have students persist in the major. The primary purpose of this study is to determine the influence of selected demographic and academic characteristics in the decision of first time in college (FTIC) traditional-age undergraduates who declare engineering as their major at admission to persist in the curriculum from second …
Dispositional Influences On The Intent To Transfer Learning: A Test Of A Structural Equation Model, Bogdan Vladimirovich Yamkovenko
Dispositional Influences On The Intent To Transfer Learning: A Test Of A Structural Equation Model, Bogdan Vladimirovich Yamkovenko
LSU Doctoral Dissertations
The transfer research has evolved to a significant body of works during the last two decades. Many relationships however remain unexplored and unexplained. Among these are dispositional characteristics, which are rarely studied in combination with transfer because of difficulties and inconsistencies in measurement. In addition dispositional characteristic are so numerous that it is often difficult to identify a set of such variable that explain the most variance in transfer of training. This study explores the hypothesized relationship between dimensions of the Five Factor model of personality, goal orientation, self-efficacy and intent to transfer training on the job. Most research articles …
The Cost And Benefits Of Upskilling The Irish Labour Force, Peter Daly
The Cost And Benefits Of Upskilling The Irish Labour Force, Peter Daly
Theses
This study assesses the position of Irish businesses in relation to upskilling their workers in the globalised business environment. There is a scarce amount of data published on the implications for Irish businesses and their interaction state supports for upskilling the Irish labour-force.
This study has found that Irish businesses recognise that they now operate in a global market and that they believe that a strong third and vocational level of skills exist but work based skills must improve. Outsourcing parts of the business process is not considered a preferred option of skills replacement by Irish businesses but business networks …
Assessment Centers At The Crossroads: Toward A Reconceptualization Of Assessment Center Exercises, Filip Lievens, Robert P. Tett, Deidra J. Schleicher
Assessment Centers At The Crossroads: Toward A Reconceptualization Of Assessment Center Exercises, Filip Lievens, Robert P. Tett, Deidra J. Schleicher
Research Collection Lee Kong Chian School Of Business
Exercises are key components of assessment centers (ACs). However, little is known about the nature and determinants of AC exercise performance. The traditional exercise paradigm primarily emphasizes the need to simulate task, social, and organizational demands in AC exercises. This chapter draws on trait activation theory in proposing a new AC exercise paradigm. First, we develop a theoretical framework that addresses the complexity of situational characteristics of AC exercises as determinants of AC performance. Second, we argue for planting multiple stimuli within exercises as a structured means of eliciting candidate behavior. Third, we show how the new paradigm also has …
Chinese Philanthropy In Southeast Asia: Between Continuity And Change, Thomas Menkhoff
Chinese Philanthropy In Southeast Asia: Between Continuity And Change, Thomas Menkhoff
Research Collection Lee Kong Chian School Of Business
What makes ethnic Chinese philanthropy tick? Thomas Menkhoff looks at what drives prominent Chinese business leaders to give back to society and offers a glimpse of the changing face of ethnic philanthropy.
Political Promotion, Ceo Compensation, And Their Effect On Firm Performance, Xiaping Jerry Cao, Michael Lemmon, Gary Tian, Xiaofei Pan
Political Promotion, Ceo Compensation, And Their Effect On Firm Performance, Xiaping Jerry Cao, Michael Lemmon, Gary Tian, Xiaofei Pan
Research Collection Lee Kong Chian School Of Business
We investigate the impact of CEO’s compensation-based and promotion-based incentives on firm performance in China, where the CEOs of most state-owned enterprises are government appointed and thus face dual incentives. We find that both monetary and political incentives are positively related to firm performance. More important, we pinpoint a substitution effect: the monetary compensation-based incentive is weaker when CEO incentives are heavily driven by political career concerns. Overall, the evidence suggests that, via a competitive arena in the external political job market, promotion helps mitigate weak incentives for CEOs in China. State control or political connection is not necessarily inconsistent …
"I Know What You Want To Know": The Impact Of Interviewees' Ability To Identify Criteria On Interview Performance And Construct-Related Validity, Klaus G. Melchers, Ute Christine Klehe, Gerald M. Richter, Martin Kleinmann, Cornelius J. Konig, Filip Lievens
"I Know What You Want To Know": The Impact Of Interviewees' Ability To Identify Criteria On Interview Performance And Construct-Related Validity, Klaus G. Melchers, Ute Christine Klehe, Gerald M. Richter, Martin Kleinmann, Cornelius J. Konig, Filip Lievens
Research Collection Lee Kong Chian School Of Business
The current study tested whether candidates' ability to identify the targeted interview dimensions fosters their interview success as well as the interviews' convergent and discriminant validity. Ninety-two interviewees participated in a simulated structured interview developed to measure three different dimensions. In line with the hypotheses, interviewees who were more proficient at identifying the targeted dimensions received better evaluations. Furthermore, interviewees' ability to identify these evaluation criteria accounted for substantial variance in predicting their performance even after controlling for cognitive ability. Finally, the interviewer ratings showed poor discriminant and convergent validity. However, we found some support for the hypothesis that the …
Decision Aids For Addressing The Validity-Adverse Impact Trade-Off, Paul R. Sackett, Wilfried De Corte, Filip Lievens
Decision Aids For Addressing The Validity-Adverse Impact Trade-Off, Paul R. Sackett, Wilfried De Corte, Filip Lievens
Research Collection Lee Kong Chian School Of Business
Typically, adverse impact (AI) is an after-the-fact analysis: Once predictor scores for a pool of applicants are available, AI is evaluated. Sometimes the analysis is made in real time, as predictor scores are obtained on a set of applicants, and AI calculations are done on a “what if” basis as input to decisions about features such as where to set a cutoff score. The focus of this chapter, however, is on attempts to estimate in advance the likely impact of a given selection system. Here, estimates are made based on available information about the features such as the expected magnitude …
Making The Leap To Management: Tips For The Aspiring And New Manager, Femi Cadmus
Making The Leap To Management: Tips For The Aspiring And New Manager, Femi Cadmus
Faculty Scholarship
As the result of innate ability, a fortunate few are able to effortlessly transition from line positions. However, most of us need to plot the path to management astutely and with deliberation. Library professionals might also become "accidental" managers, finding themselves thrust into an unplanned and perhaps unwanted managerial position for which they were not prepared. This is particularly true in the current climate of constrained budgets characterized by restructuring, job freezes, and layoffs.
Diversity Leader: Case Study Of A Selected Organization's Transformation, Aileen Guerrero Zaballero
Diversity Leader: Case Study Of A Selected Organization's Transformation, Aileen Guerrero Zaballero
UNLV Theses, Dissertations, Professional Papers, and Capstones
Diversity initiatives have evolved from a focus on compliance-oriented training to a systematic approach which integrates the many dimensions of diversity in all aspects of business to enhance performance through the practice of organization development (OD) (Bendick, Egan, & Lofhjelm, 2001). Many organizations have implemented short term solutions to address the demographic changes in the workforce, but have had minimal results. When diversity interventions are conceptually grounded in organization development practices the results are much more substantial for both the employees and the organization (2001). The purpose of this qualitative case study was to explore the perceived influential factors of …
Evaluating The Influence Of Educational Videos And Printed Materials On Office Of Family Support Clients' Intentions To Select, Purchase, Prepare, And Consume Healthier Foods, Natasha Dee Pittman
Evaluating The Influence Of Educational Videos And Printed Materials On Office Of Family Support Clients' Intentions To Select, Purchase, Prepare, And Consume Healthier Foods, Natasha Dee Pittman
LSU Master's Theses
Supplemental Nutrition Assistance Program Education (SNAP-Ed) is essential in providing eligible households with the right tools to adopt healthy eating and active lifestyle practices which are consistent with the Dietary Guidelines for Americans and MyPyramid. Education in the OFS, where SNAP eligibility is assessed, is one means to preventing adversities which those in poverty often face. Out of concern for the lack of nutrition education being conducted in the OFS, along with the many distractions limiting clients’ ability to absorb and retain educational messages, the Food Stamp Office Resource Kit (FSORK) was developed. The FSORK includes a 20 minute video …
Factors Influencing The Perceived Usefulness Of An Information Delivery Website Among The United States Resident Viewership, Frederick Joseph Piazza
Factors Influencing The Perceived Usefulness Of An Information Delivery Website Among The United States Resident Viewership, Frederick Joseph Piazza
LSU Doctoral Dissertations
Throughout the 1990s and 2000s, the World Wide Web (Web) has become a major media outlet for disseminating information. Government and Higher Education institutions have both embraced Web technologies to serve the needs of their clientele. Thus, a method of developing targeted Web-based material that is optimized for the viewer to provide the greatest impact in terms of usefulness is needed. The primary purpose of this study was to determine the influence of selected demographic characteristics on the perception of usefulness among United States resident viewers of an information delivery website. The accessible population for this study was all viewers …
Factors That Influence Course Completion Of Individuals Enrolled In Craft-Training Courses Offered By A Large Organization Of Member Construction Companies, Alvin James Justelien, Iii
Factors That Influence Course Completion Of Individuals Enrolled In Craft-Training Courses Offered By A Large Organization Of Member Construction Companies, Alvin James Justelien, Iii
LSU Doctoral Dissertations
The construction industry is one of the largest providers of jobs in the United States. Between 2009 and 2013, approximately 20% of the 7.7 million Americans employed in construction related jobs (Bureau of Labor Statistics (BLS), 2009) would be eligible to retire. The industrial construction industry must attract, train, and retain a significant number of people to the construction industry. The primary purpose of this study was to determine the influence of selected personal demographic characteristics and academic behaviors of individuals participating in craft training courses offered by a large organization of member construction companies who successfully completed or left …
The Agricultural Industry As Percieved By Members Of The General Public Of Louisiana, Julie Baker Richard
The Agricultural Industry As Percieved By Members Of The General Public Of Louisiana, Julie Baker Richard
LSU Doctoral Dissertations
The purpose of this study was to determine the knowledge and perceptions of the animal, plant, environmental, and food sciences by the adult residents of Louisiana. This study was conducted using a survey research design. This survey utilized random telephone dialing techniques in order to survey 547 residents of Louisiana. The survey instrument consisted of fifty-five questions divided into three sections: demographic characteristics, agriculture knowledge, and perception of agriculture. The overall mean agriculture knowledge score of adult residents of Louisiana for the twenty items included in the survey instrument equaled 13.60 (SD = 2.743) or 68%. Perceptions of agriculture results …
Factors That Influence Online Learners' Intent To Continue In An Online Graduate Program, Rui-Ting Huang
Factors That Influence Online Learners' Intent To Continue In An Online Graduate Program, Rui-Ting Huang
LSU Doctoral Dissertations
The primary purpose of this study was to determine the factors that influence online learners’ intent to continue. This study gathered the data from the University of Arkansas, Fayetteville, and Nicholls State University. The total number of participants was n=122. The findings in this study revealed a positive relationship between online learners’ perceived usefulness and intent to continue (r=.37, p< 0.01), a positive relationship between online learners’ perceived ease of use and intent to continue (r=.44, p< 0.01), a positive relationship between online learners’ perceived flexibility and intent to continue (r=.72, p< 0.01), a positive relationship between online learners’ perceived learner-instructor interaction and intent to continue (r=.52, p< 0.01), and a positive relationship between online learners’ satisfaction and intent to continue (r=.84, p< 0.01). Moreover, the findings showed a negative relationship between online learners’ perceived learner-learner interaction and intent to continue (r= -.27, p< 0.01). Although the learner-learner interaction questionnaire used negative description, it still indicated a positive relationship between perceived learner-learner interaction and online learners’ intent to continue. The Multiple Regression Analysis (MRA) revealed that the perceived flexibility and satisfaction had positive influence on the online learners’ intent to continue, and the value of R2 further revealed that the two predictor variables explained 76.4 % of the variance in the online learners’ intent to continue.
A Qualitative Study Of The Interaction Between Maritime Pilots And Vessel Traffic Service Operators, Andreas Bach
A Qualitative Study Of The Interaction Between Maritime Pilots And Vessel Traffic Service Operators, Andreas Bach
World Maritime University Dissertations
No abstract provided.
Jewish Family Service Employee Development Plan, Brenda Bothel, Karen Gould, Dorothy L. O'Hagan
Jewish Family Service Employee Development Plan, Brenda Bothel, Karen Gould, Dorothy L. O'Hagan
Human Resource and Volunteer Management
Working as consultants on behalf of the USD Nonprofit Leadership program, Brenda Bothel, Dorothy O’Hagan, and Karen Gould partnered with Jewish Family Service (JFS) in San Diego, California to redesign and implement a new employee performance evaluation process. The following pages document the steps taken and research used by the USD consulting team in order to come up with a new employee evaluation process for JFS which will be referred to as the Employee Development Plan.
Corporate Venture Capital, Disembodied Experimentation And Capability Development, Thomas Keil, Ekko Autio, Gerard George
Corporate Venture Capital, Disembodied Experimentation And Capability Development, Thomas Keil, Ekko Autio, Gerard George
Research Collection Lee Kong Chian School Of Business
Studies invoking a capabilities lens often ascribe deliberateness in organizational decisions to develop new capabilities. Drawing on five longitudinal case studies of large, global firms in the information and communication technology sector, we examine how firms engender cognizance of their future capability needs in situations characterized by high decision-making uncertainty. We develop a theoretical account of how firms use investments in start-ups to actively engage in experimentation outside organizational boundaries, a learning process which we term as disembodied experimentation. Disembodied experimentation creates awareness of voids in the capability base of an incumbent and helps to overcome inertial restraints thereby influencing …
The Evolution Of Individual Needs On Job Satisfaction Of The Fist Year Soldier., Lee Beng Khuan
The Evolution Of Individual Needs On Job Satisfaction Of The Fist Year Soldier., Lee Beng Khuan
Student Works (2010-2019)
The Malaysian Army needs to have a balance and credible force to protect the country sovereignty from external threat and to protect its country natural resources and interest from others intervention. The Army through its modernization program purchased the hardware, conducting training and exercises internally or externally, the human resource played a crucial part. The disciplinary cases committed by the soldiers are on the rise such cases are absentees, criminal cases, loan defaulter etc and all those problems has caused time wastage and the resources that been used to train the soldier had stretched its capabilities and economy of effort. …
A Narratives’ Exploration Of Non-Traditional International Assignees Locally Resident And Employed In The South Of France, Marian Crowley-Henry
A Narratives’ Exploration Of Non-Traditional International Assignees Locally Resident And Employed In The South Of France, Marian Crowley-Henry
Conference papers
Contemporary publications in international human resource management call for the pluralisation of international assignees beyond the widely described expatriate. This paper presents an under-explored category of international assignees: highly educated, non French, Western (first world) individuals who reside indefinitely in the South of France, maintaining their professional careers while resident in the host country. A sample of over thirty individuals meeting these criteria was interviewed in France in depth over a three year period. These individuals are not migrants as by their own descriptions they consider migrants to have to move internationally (economic migrants) while their decisions to move to …
Young Professionals And Philanthropy, Patricia Neilson
Young Professionals And Philanthropy, Patricia Neilson
Emerging Leaders Program Team Projects
Seven teams of young professionals presented what they learned from their projects with 7 organizations from the nonprofit and donor sector over the past year. Their experiences and insights address two related questions:
• What is the role of philanthropy in retaining young professionals in the Boston region?
• How can young professionals leverage their leadership skills, and their organization’s resources, to create successful partnerships in philanthropy to serve the Boston region?
A Correlational Study Of The Relationship Between Sense Of Humor And Positive Psychological Capacities, Larry W. Hughes
A Correlational Study Of The Relationship Between Sense Of Humor And Positive Psychological Capacities, Larry W. Hughes
All Faculty Scholarship for the College of Business
The constructs of sense of humor (Lefcourt, 2002) and positive psychological capacities (PsyCap; Luthans, 2002a) have been heralded as important phenomenon within the growing field of positive psychology, especially within the organizational sciences. Additionally, a sense of humor has been found to be related to positive affective experiences. Leaders can develop followers' confidence, hope, optimism and resiliency for what Avolio and Luthans (2006) called sustainable, veritable performance. The hypotheses presented and tested here will advance the theoretical and empirical discussion of leadership in organizations by linking several emerging constructs of interest, both in academe and practice. This study marks an …
Current Theory And Practice Of Assessment Centers: The Importance Of Trait Activation, Filip Lievens, Liesbet De Koster, Eveline Schollaert
Current Theory And Practice Of Assessment Centers: The Importance Of Trait Activation, Filip Lievens, Liesbet De Koster, Eveline Schollaert
Research Collection Lee Kong Chian School Of Business
Assessment centers have always had a strong link with practice. This link is so strong that the theoretical basis of the workings of an assessment center is sometimes questioned. In this chapter, we posit that trait activation theory (Tett and Burnett 2003) might be fruitfully used to explain how job-relevant candidate behavior is elicited and rated in assessment centers. Trait activation theory is a recent theory that focuses on the person–situation interaction to explain behavior based on responses to trait-relevant cues found in situations. These observable responses serve as the basis for behavioral ratings on dimensions used in a variety …
Ceo Characteristics, Ceo-Firm Match And Corporate Refocus Value, Sheng Huang
Ceo Characteristics, Ceo-Firm Match And Corporate Refocus Value, Sheng Huang
Research Collection Lee Kong Chian School Of Business
This paper investigates how CEO characteristics affect firm value through divestiture. Using a novel dataset tracking CEO’s career path, from which CEO’s talent and expertise are reasonably inferred, I find when CEOs have differing abilities across divisions of conglomerates, they more likely divest divisions that they are less qualified to manage, and focus on divisions of better match with their talents and expertise. The better match of their talents with firms’ retained assets is the source of value creation from refocusing divestiture. Divestitures that increase corporate focus but not improve the talent-asset match do not create value in long run. …
Developing A Comprehensive Training Guide For Dealers In The Gaming Sector Of The Hospitality Industry In Las Vegas, David Lee
UNLV Theses, Dissertations, Professional Papers, and Capstones
Given that repeat business is at the core of profitable operations, particularly in the service industry, the purpose of this paper is to develop a comprehensive training guide for dealers in the gaming sector of the hospitality industry in Las Vegas. The comprehensive training guide will focus on customer service satisfaction to increase loyalty and add value to the Service Profit Chain (SPC). The efforts to develop and then implement this comprehensive training manual is to produce higher rates of repeat business, reflected in higher returns and overall profits. Therefore upon implementation, this comprehensive training manual will be the cornerstone …
Meeting Planning Basics: A Guide For Administrative Professionals, Larissa J. Schultz
Meeting Planning Basics: A Guide For Administrative Professionals, Larissa J. Schultz
UNLV Theses, Dissertations, Professional Papers, and Capstones
Planning meetings and events is a job function that requires skills and knowledge of the meeting management industry. In today’s economy and within many organizations across the globe, both corporate and association meeting planning is a job function that is frequently being seen as a task that an administrative professional can take on in addition to their other workload. While in many instances this may seem like the most efficient and cost-effective route for organizations to undertake, in the long-run it can actually cost the organization more – in both time and money. In addition, it can lead to poorly …
Ua25/2 25 Year Club Recognition Banquet, Wku Human Resources
Ua25/2 25 Year Club Recognition Banquet, Wku Human Resources
WKU Administration Documents
Program for 25 year service awards banquet with list of recipients.
International Knowledge Professionals: Contemporary Career Concerns And Implications, Marian Crowley-Henry
International Knowledge Professionals: Contemporary Career Concerns And Implications, Marian Crowley-Henry
Conference papers
This study supplements existing contemporary research on knowledge workers. It takes an interpretivist approach to represent and analyse a new breed and under-researched sub-category of international assignee termed ‘bounded transnationals’ by the author. In the context of this paper these can be simply described as internationally-located knowledge professionals. This sample has committed to living indefinitely in the host country as foreign residents where they are employed under local country contracts of employment. The paper explores how the sample perceives and makes sense of careers in the context of globalisation and change.
Validity And Adverse Impact Potential Of Predictor Composite Formation, Wilfried De Corte, Filip Lievens, Paul R. Sackett
Validity And Adverse Impact Potential Of Predictor Composite Formation, Wilfried De Corte, Filip Lievens, Paul R. Sackett
Research Collection Lee Kong Chian School Of Business
Previous research on the validity and adverse impact (AI) of predictor composite formation focused on the merits of regression-based or ad hoc composites. We argue for a broader focus. Ad hoc chosen composites are usually not Pareto-optimal, whereas the regression-based composite represents only one element from the total set of Pareto-optimal composites and can, therefore, provide only limited information on the potential for validity and AI reduction of forming predictor composites when both validity and AI are of concern. In that case, other Pareto-optimal composites may provide a better benchmark to decide on the merits of the predictor composite formation. …