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  • About
  • The Global ETD Search service is a free service for researchers to find electronic theses and dissertations. This service is provided by the Networked Digital Library of Theses and Dissertations.
    Our metadata is collected from universities around the world. If you manage a university/consortium/country archive and want to be added, details can be found on the NDLTD website.
41

Investigating the construct validity of a developmental assessment centre

Brits, Nadia M 12 1900 (has links)
Thesis (MComm)--University of Stellenbosch, 2011. / AFRIKAANSE OPSOMMING: Organisasies bestaan om skaars produksiefaktore te verander na bemarkbare goedere en dienste. Aangesien organisasies deur mense bedryf en bestuur word, is hierdie instellings grotendeels afhanklik van hul menslike produksiefaktor om hul hoofdoel te bereik, nl. om hul wins te vergroot. Organisasies poog om geskikte werknemers aan te stel wat sal voldoen aan die vereistes van 'n spesifieke pos of dit selfs sal oortref. In 'n werkswêreld wat konstant verander, vereis tegnologie en die kenmerke van die werkswêreld dat hierdie persone deurgaans ontwikkel word om by te bly met verandering. Personeelkeuring en –ontwikkeling is dus kritieke bedrywighede van die Bedryfsielkundige en Menslike Hulpbronpraktisyn. Die Takseersentrum is 'n gewilde meetinstrument wat dikwels gebruik word vir die doel van keuring of ontwikkeling. Hierdie gewilde assesseringsmetode word hoog aangeskryf vir sy vermoë om toekomstige werksprestasie te voorspel. Takseersentrums wat gebruik word vir keuring doeleindes, toon inkrementele geldigheid bo meetinstrumente van persoonlikheid sowel as kognitiewe vaardigheidstoetse. Al word takseersentrums internasionaal en hier in Suid-Afrika dikwels gebruik, word hulle ook dikwels gekritiseer op grond van die vraag of hulle werklik die dimensies meet wat hulle veronderstel is om te meet. Die konstrukgeldigheid van takseersentrums word dikwels bevraagteken aangesien lae diskriminante en konvergerende geldigheid, sowel as hardnekkige oefeningseffekte, navorsingsbevindinge oorheers. Hierdie vraag is die beweegrede vir die huidige studie. Die doel met hierdie studie is om die konstrukgeldigheid van 'n ontwikkelingstakseersentrum te ondersoek. 'n Geriefsteekproef is gebruik om die navorsing te doen. Die data is verskaf deur 'n private konsultasie maatskappy in die vorm van die takseersentrumtellings van 202 persone wat in 'n eendaagse sentrum geassesseer is. Die sentrum is ontwikkel vir 'n Suid-Afrikaanse bankinstelling en het drie hoofdoelwitte, nl. om kandidate te identifiseer vir die rol van 'n nuwe posbeskrywing, om werknemers na meer topaslike rolle te verskuif en om toekomstige ontwikkelingsgeleenthede vir alle deelnemers te verskaf. Twaalf vaardighede is deur vier verskillende oefeninge geëvalueer. Verskeie beperkinge is opgelê deur die aard van die geriefsteekproef deurdat die navorser geen invloed op die ontwerp van die takseersentrum gehad het nie. Die aanvanklike twaalf vaardighede kon nie afsonderlik ontleed word nie en moes gevolglik as subdimensies in hul onderskeie globale faktore gekombineer word. Dit het gelei tot vier enkeldimensie (ED) metingsmodelle wat eers ondersoek moes word om gesigswaarde van konstrukgeldigheid te bewys voordat oefeninge by die bestaande modelle gevoeg kon word. Die vier afsonderlike oefeninge is in een globale oefeningseffek saamgevoeg. As gevolg van die ontoereikende getal indikators in die datastel kon net twee van die vier ED-modelle oefeninge insluit en dit het gelei tot twee enkeldimensie-, enkeloefening-metingsmodelle (EDEO). Inter-itemkorrelatsies is in SPSS bereken, gevolg deur bevestigende faktorontleding van elke afsonderlike metingsmodel in EQS wat gebruik is om die interne struktuur van die dimensies te bestudeer. Met een dimensie as uitsondering, impliseer die uitslae van die CFA dat die indikators van die takseersentrum (d.w.s. gedragsbeoordelings) nie daarin slaag om die onderliggende dimensie te weerspieël soos dit veronderstel was om te doen nie. Nadat die saamgestelde oefeningseffek byvoeg is, het slegs een van die twee dimensies geloofwaardige uitslae met buitengewoon goeie modelpassing en parameterskattings wat dui op dimensie- eerder as oefeningseffekte. As gevolg van hierdie bevindings word die geldigheid van die ontwikkelingsterugvoer wat elke deelnemer na die evaluering ontvang het, ernstig in twyfel getrek. Met die uitsondering van een dimensie se resultate, bevestig die resultate van hierdie studie vorige navorsingsbevindinge. / ENGLISH ABSTRACT: Organisations exist by transforming scarce factors of production into goods and services. Since organisations are run and managed by people, these institutions are largely dependent on their human production factor to achieve their main goal of maximising profits. Organisations strive to appoint suitable employees who will meet, even exceed, the requirements of a particular job position. In a constantly evolving world of work, advancing technology and inherent features of the modern working environment necessitate ongoing development of these individuals in order to keep up with the changes. Personnel selection and development are therefore crucial activities of the Industrial Psychologist and Human Resource Practitioner. The Assessment Centre (AC) is a popular measuring instrument that is often used for either selection or development purposes. This popular method of assessment has received a great degree of praise for its ability to predict future job performance. ACs have also shown incremental validity over and above both personality and cognitive ability measuring instruments when used for selection purposes. Nevertheless, despite the frequent use of ACs both internationally and locally in South Africa, ACs have been widely criticised on the basis of whether they actually measure the dimensions that they intend to measure. The question has often been asked whether ACs are construct valid, since low discriminant- and convergent validity, as well as persistent exercise effects, seem to dominate research findings. This question serves as the driving force of the present study. The aim of this study is to examine the construct validity of a development assessment centre (DAC). A convenience sample was used to pursue the research objective. The data was received from a private consultant company in the form of the AC ratings of 202 individuals who were assessed in a one-day DAC. The DAC was developed for a South African banking institution and had three main purposes, namely to identify candidates who fit the role of a new job position, to reposition employees into more appropriate roles, and to provide future development opportunities to all participants. Twelve competencies were assessed by four different exercises. Several limitations were imposed by the nature of the convenience sample since the researcher did not have an influence on the design of the AC. The initial twelve competencies were not represented by a sufficient number of indicators and could consequently not be statistically analysed on an individual level. These dimensions therefore had to be used as sub-dimensions to be combined within their respective global (second-order) factors. This resulted in four single trait (ST) measurement models that had to be investigated first to provide face value of construct validity before adding exercises into the existing models. The four separate exercises were integrated into one global exercise effect. The insufficient number of indicators within the data set brought about only two of the four ST models to be examined for any existing exercise effects. The result was two single trait, single exercise (STSE) measurement models. Inter-item correlations were calculated in SPSS, followed by confirmatory factor analysis on each respective measurement model in EQS used to study the internal structure of the dimensions. With one dimension as the exception, the results of the CFA imply that the DAC's indicators (i.e. behavioural ratings) in each second-order factor, fail to reflect the underlying dimension, as it was intended to do. When adding the conglomerated exercise effect, only one of the two dimensions had plausible results with good model fit and parameter estimates that leaned towards dimension and not exercise effects. Based on these findings, serious doubt is placed on the validity of the developmental feedback provided to each participant after the completion of the DAC. With one dimension as the exception, the present study's results corroborate previous research findings on the construct validity of ACs.
42

A multiple stakeholder perspective on ethics challenges in online testing

Coetzee, Anje 01 September 2015 (has links)
M.A. / With the more popular practice of communication through emails, cellular phones, and instant online messaging, the pace at which organisations communicate and function has increased dramatically over the past decade, as information is speedily available. Organisations need to adapt to the latest technology applications in order to be more efficient and to increase productivity ...
43

Establishing Criterion on a Personality-Based Assessment for Employment: A Latent Class Analysis of Faking Behavior

Johnson, Casey W. 12 1900 (has links)
Personality assessments have a long history in psychology and have become the backbone of the human capital management industry, with the Big-Five model being the most prevalent. The central criticism of personality assessments for employment decisions is validity of responses since applicants for employment often endorse items to make themselves more desirable for hire, referred to as faking behavior. The present study examined faking behavior using the Assess Personality Survey (APS). Using a sample of applicant and incumbent data (N = 8,020), the objective was to identify response difference between applicant and incumbents, and the prevalence of faking behavior in applicants. Latent class analysis (LCA) was used to compare groups. Results indicate a clear distinction between applicant and incumbent response patterns. Additional analyses suggest 6 classes of testing patterns among applicants, and results are compared with previous faking identification procedures to improve criteria used to establish faking behavior in respondents.
44

Sour Grapes While You're Down and Out: Self-Serving Bias and Applicant Attributions for Test Performance

Mack, Kyle Garret 01 January 2010 (has links)
Recent research has shown that outcome favorability (Ryan & Ployhart, 2000) and perceived performance (Chan, Schmitt, Jennings, Clause, & Delbridge, 1998a) are key determinates of justice judgments, suggesting that self-serving bias is a critical mechanism in the formation of applicant reactions. However, organizational justice theory continues to be the dominant paradigm for understanding applicant reactions. Chan and Schmitt (2004) have suggested a far ranging agenda for research into reactions, which includes considering reactions in a longitudinal framework and considering the natural effect of time on reactions. The current study incorporates these theoretical approaches and addresses these gaps in the research by examining applicant reactions at four time points during and after a selection procedure. This study also uses a multi-dimensional measure of test taking motivation (TTM) based on expectancy theory which enables me to explicate the effect of test performance, expectations, and outcome feedback on each motivational component. Using a sample of 227 student participants, this study provides evidence that an applicant's expectations regarding the selection outcome and the selection outcome itself have strong effects on fairness perceptions and TTM. Some key findings are the following: I) negative selection decisions and negative expectations tend to reduce fairness perceptions and TTM in applicants, while for the most part, positive expectations and positive selection decisions do little to increase these reactions and 2) valence, or the desire for the job, seems to be the motivational component most affected by the selection procedure. These findings have important implications for future research into applicant reactions.
45

Improving The Adverse Impact And Validity Trade-off In Paraeto Optimal Composites A Comparison Of Weights Developed On Contextual Vs Task Performance

Tsang, Howin 01 January 2010 (has links)
Recent research in reducing adverse impact in personnel selection has focused on the use of various weighting schemes to balance levels of adverse impact and the validity of selection processes. De Corte Lievens & Sackett (2007) suggested the use of the normal boundary intersection method to create a number of weights that optimize adverse impact and criterion validity. This study seeks to improve the efficacy of this solution by looking at specific types of performance, namely task and contextual performance. It will investigate whether a focus on contextual performance will improve the trade-off by requiring smaller losses in validity for greater gains in adverse impact. This study utilized data from 272 applicants for exempt positions at a multinational financial institution. The two sets of Paraeto optimal composite were developed, one based on contextual performance and the other based on task performance. Results were analyzed based on levels of adverse impact and validity of weights generated using each method. Results indicate that reducing adverse impact required a greater validity trade-off for task performance than contextual performance. Application of this method would allow for greater reductions to adverse impact than the original method while retaining a validity coefficient of 95% of the maximum achieved with regression weighting. Though this method would limit practitioners to selecting based on contextual performance, the use of minimal cut-off scores on task predictors or job experience could allow employers to incorporate task measures while further reducing adverse impact
46

A Content Validity Study of the Water Training Institute Curriculum

Turner, Alicia 01 May 2010 (has links)
Content validity methods, such as matching matrices, have been used to assist in the design and evaluation of training programs. In the present study, the Water Training Institute (WTI) curriculum was evaluated using a content validation approach. The purpose of the study was to identify topics that were being under-emphasized, over-emphasized, or receiving the correct amount of emphasis in the curriculum. A Job Knowledge Survey was developed and administered to subject matter experts to determine the importance of topics to the jobs that WTI graduates would most likely enter after graduation; the importance ratings were used as the criterion for the study. Subject matter experts in a Course Content Workshop indicated the amount of emphasis placed on each topic in four WTI courses. Matching matrices plotting job importance against course emphasis were created for each of the four target jobs for WTI graduates. These matrices did not identify any hits (i.e., topics receiving correct amount of emphasis). However, there were a number of deficiencies that were near hits. These findings will assist WTI in developing future courses and in redesigning their currently offered courses.
47

Behavioral Characteristics of White-Collar Crime and the Pre-Employment Hiring Process

O'Brien, Connie 11 November 2015 (has links)
Organizations use pre-employment tests to identify individuals characterized as having a propensity (likelihood) to commit theft with the intent to limit at-risk hires, thereby reducing the risk of fraud. Pre-employment tests were originally designed to identify a broad range of deviant behaviors such as previous violations of laws, and violations of social norms and organizational policies (O'Bannon et al., 1989), not as predictive indicators of deviant behavior and theft. In addition, the test most commonly used to identify high fraud risk applicants, the integrity test, has limited support as a valid predictor of theft (MacLane & Walmsley, 2010; Ones et al., 2003; Sackett et al., 1989; Van Iddekinge et al., 2012) within the literature. This study empirically examined the efficacy of pre-employment tests to elicit a predictive profile of white-collar crime by testing the relationship between deviant behaviors, personality traits, and integrity. The data for this study was obtained through questionnaires and pre-employment tests administered within the Federal prison system. The total sample consisted of twenty (N=20) convicted white-collar inmates. Results of this sample were compared to the general population statistics as provided by the pre-employment test providers. In line with the literature, positive relationships were found between low integrity and deviant behaviors. Contrary to past literature, no significant relationships were found between Agreeableness and Integrity or Emotional Stability/Neuroticism and Integrity. A positive relationship was found between high Conscientiousness and Integrity. Of particular note, this study found that the failure rate of the overt-integrity test was 45% and 100% for personality tests in identifying individuals with traits consistent with deviant behaviors. This study contributes to the existing literature on personality, integrity and deviant behaviors by providing insights into the nature of the relationships as they relate to white-collar crime. This study also expands the theory of deviant behaviors with a thorough definition within the literature results, which helps to define the dimension and constructs of deviant behaviors within the workplace as it relates to white-collar crime. Finally, this study specifies practical implications to be considered by management and pre-employment test providers for the purpose of enhancing fraud prevention and reducing deviant behaviors within the organization.
48

A psychometric investigation into the use of an adaptation of the Ghiselli predictability index in personnel selection

Twigge, Liesle 03 1900 (has links)
Thesis (Mcom)--University of Stellenbosch, 2003. / ENGLISH ABSTRACT: The field of human resources involves continuous decision-making regarding the matching of the workforce with the workplace, since this match determines individuals' motivation to perform the actions associated with the workplace. If, at the time of the decision, the decision maker could obtain information on end performance, the chances of achieving the desired results would be increased. However, personnel selection is complicated by the obvious fact that information on end performance is not available at the time of the selection decision. All such decisions thus involve predictions about people's performance. The classic validity model forms the foundation of all prediction in as far as the strength of the relationship between the predictor of performance and the actual performance determines the accuracy of the predictor. Over time, numerous possibilities have been considered on how to increase the magnitude of this relationship as experienced through the validity coefficient, mostly involving modifications and/or extensions to the standard regression model. An interesting and challenging alternative to the usual multiple-regression based attempts may be found in the work of Ghise11i (1956, 1960a, 1960b). He has chosen to improve prediction directly through the development of a composite predictability index that explains variance in the prediction errors resulting from an existing prediction model. It would, however, appear as if the procedure has found very little, if any, practical acceptance, partly attributed to the fact that the predictability index failed to significantly explain unique variance in the criterion when added to a model already containing one or more predictors. Resultantly, based on the Ghiselli idea, this research investigates the possibility of modifying such a predictability index so that it does significantly explain unique variance in the criterion when added to a model already containing one or more predictors. In addition, the study investigates whether the expansion of the prediction model is warranted by examining the effect the increase in subject predictability has on the predictive validity of the selection procedure, as well as the monetary effect it has on the utility of the procedure. Hypotheses are tested to determine the possibility of developing an index from a personality measurement that shows a strong and significant correlation with the residuals computed from the regression of the criterion on an ability predictor; to determine if the addition of the index to an ability predictor significantly explains variance in the criterion measurement that is not yet explained by the ability predictor relationships, and to determine whether this ability is affected by the direction in which the index has been developed. Furthermore, hypotheses are tested to determine the increment on validity and selection utility. The data for the analysis was obtained from Psytech (SA), where a validation study was performed at the Gordon Institute of Business Science using the Apil-B ability test, the Critical Reasoning Test Battery and the Organisational Personality Profile measurements to predict the performance of 100 MBA students. The results of the analysis confirmed Ghiselli' s earlier findings that the traditional predictability index does not significantly explain variance in the criterion residual when added to the selection battery. However, by modifying the Ghiselli procedure, the study found that the index was able to significantly explain variance when added to a battery already containing the predictor. When the index is based on the real values of the residuals, the addition of the predictability index to the model significantly explains unique variance in the criterion, but not so when based on the absolute values of the residuals. It also indicated that the inclusion of the predictability index to the prediction model created a substantial increase in the validity of the selection procedure and that the increase in validity translated into a noteworthy improvement in utility. Conclusions are drawn from the obtained results and recommendations are made for future research. / AFRIKAANSE OPSOMMING: 'n Psigometriese Ondersoek na die Gebruik van 'n Aanpassing van die Ghiselli Voorspellingsindeks in Personeelkeuring: Die veld van menslike hulpbronne sluit 'n aaneenlopende besluitnemingsproses aangaande die passing van die arbeidsmag met die werkplek in, aangesien hierdie passing die individu se motivering met betrekking tot optredes wat met die werkplek geassossieer word, bepaal. lndien die besluitnemer ten tye van die besluitneming alreeds oor inligting rakende die eindprestasie van die individu beskik, sal die moontlikheid verhoog word om die gewenste resultate uit die besluitneming te verkry. Personeelkeuring word egter gekompliseer deur die voor die hand liggende feit dat inligting rakende die eindprestasie nie beskikbaar is ten tye van die keuringsbesluit nie. Alle besluite van hierdie aard sluit dus voorspellings oor individue se prestasie in. Die klassieke geldigheidsmodel vorm die basis van alle voorspellings gebaseer op die sterkte van die verwantskap tussen die voorspeller van prestasie en die werklike prestasie van die individu. Oor die jare is verskeie moontlikhede oorweeg om die sterkte van die hierdie verwantskap soos uitgedruk deur die geldigheidskoëffisiënt te verhoog, hoofsaaklik deur middel van aanpassings en/of verlengings van die standaardregressiemodel. 'n Interessante en uitdagende alternatief vir die pogings gebaseer op meervoudige regessie kan gevind word in die werk van Ghiselli (1956, 1960a, 1960b). Hy poog om voorspelling direk te verbeter deur die ontwikkeling van 'n saamgestelde voorspellingsindeks wat variansie verklaar in die voorspellingsfoute verkry uit 'n bestaande voorspellingsmodel. Dit wil egter voorkom asof die voorspellingsindeks gefaal het om unieke variansie in die kriterium te verklaar wanneer dit toegevoeg word tot 'n model wat alreeds een of meer voorspellers bevat. Gebaseer op die Ghiselli-idee, ondersoek hierdie navorsing dus die moontlikheid om die voorspellingsindeks aan te pas sodat dit beduidend unieke variansie in die kriterium verklaar wanneer dit toegevoeg word tot 'n model wat alreeds een of meer voorspellers bevat. Die studie ondersoek enersyds ook die regverdiging van die uitbreiding van die voorspellingsmodel deur die impak van die verbetering in voorspelling op die voorspellingsgeldigheid van die keuringsprosedure, en andersyds bestudeer dit ook die monetêre effek op die nutwaarde van die prosedure. Hipoteses word getoets om die moontlikheid van 'n indeks, wat uit 'n persoonlikheidsmeting ontwikkel, is en wat sterk en beduidend met die residue wat uit die regressie van die kriterium op die vermoënsvoorspeller bereken is, te bepaal. Daar word ook getoets of die toevoeging van die indeks tot 'n vermoënsvoorspeller beduidende variansie in die kriteriummeting verklaar wat nie alreeds deur die vermoënsvoorspeller verklaar word nie. Daar word verder bepaal of hierdie vermoë geaffekteer word deur die rigting waarin die indeks ontwikkel is. Verder word hipoteses getoets aangaande die impak op beide die geldigheid en die nutwaarde van die keuringsprosedure. Die data vir die analises is verkry by Psytech SA, waar 'n valideringstudie uitgevoer is by die Gordon Institute of Business Science deur die gebruik van die Apil-B vermoënstoets, die Critical Reasoning Test Battery en die Organisational Personality Profile metings om die prestasie van 100 MBA studente te voorspel. Die resultate van die analise bevestig Ghiselli se vroeëre bevindings dat die tradisioneel ontwikkelde indeks nie beduidend variansie in die kriteriumresidue verklaar wanneer dit toegevoeg word tot die keuringsbattery nie. Deur egter die oorspronklike Ghiselli prosedure aan te pas word gevind dat die toevoeging van die indeks tot die regressiemodel wel beduidend unieke variansie verklaar. Die vermoë van die indeks om variansie te verklaar wanneer dit tot die battery toegevoeg word, is beduidend wanneer die indeks gebaseer word op die werklike waardes van die residue, maar toon geen beduidendheid wanneer dit gebaseer word op die absolute waardes van die residue nie. Die resultate dui ook daarop dat die insluiting van die voorspellingsindeks in die model 'n betekenisvolle toename in die voorspellingsgeldigheid van die keuringsprosedure teweegbring, en dat die toename in voorspellingsgeldigheid vertaal na 'n substantiewe styging in nut. Gevolgtrekkings word uit die verkreë resultate afgelei, en aanbevelings vir toekomstige navorsing word gemaak.
49

A preliminary factor analytic investigation into the first-order factor structure of the fifteen factor questionnaire plus on a sample of black South African managers

Moyo, Seretse 12 1900 (has links)
Thesis (MComm (Industrial Psychology))--Stellenbosch University, 2009. / ENGLISH ABSTRACT: Organisations in open market economic systems aspire to optimally utilize the scarce resources at their disposal so as to maximize profits. To achieve this goal, the human resources function is tasked with the responsibility to acquire and maintain a competent and motivated workforce in a manner that would add value to the bottom-line. Selection thereby becomes a critical human resources management intervention in any organisation in as far as it regulates human capital movement into and through the organisation. To be able to make informed selection decisions, industrial-organisational psychologists and human resources practitioners need valid and reliable information on predictor constructs to allow them to make accurate predictions of the criterion construct. This provides the essential justification for the primary objective of this study which was to undertake a factor analytic investigation of the first-order factor structure of the Fifteen Factor Questionnaire Plus (15FQ+) on a sample of Black South African managers. The data used in this study was drawn from the database of Psymetric (Pty) Ltd with the permission of Psytech SA. The sample comprised 241 Black managers assessed by Psymetric (Pty) Ltd between 2002 and 2006. Item- and dimensionality analyses were performed on the 15FQ+ subscales to assess the success with which they represented the underlying personality constructs. The outcome of both the item and dimensionality analyses showed that although the items in each of the subscales seemed to be representing the underlying personality construct, they were not without problems. A spectrum of goodness-of-fit statistics was used to assess the measurement model fit. The model‟s overall fit was found to be good. The model parameter estimates, however, gave some reason for concern. The results of the confirmatory factor analyses suggest that the claim made by the 15FQ+ authors that the items included in each subscale reflect specific personality dimensions is tenable. The magnitude of the estimated model parameters, however, suggests that the items generally do not reflect the latent personality dimensions they were designated to reflect with a great degree of success. The items are reasonably noisy measures of the latent variables they represent. Based on these findings, this instrument should be used with caution, particularly on groups different from the UK samples on which it was originally developed and standardised. This study expands our understanding of this measure. Its findings should guide future research on a larger, more representative sample from the same target population to give credence to, or to refute these findings. / AFRIKAANSE OPSOMMING: Organisasies in „n vrye-mark ekonomiese stelsel streef daarna om die skaars hulpbronne tot hul beskikking optimal aan te wend ten einde wins te maksimeer. Om hierdie doel te bereik word die menslike hulpbronfunksie getaak met die verantwoordelikheid om ‟n bevoegde en gemotiveerde werksmag te verkry en in stand te hou op ‟n wyse wat waarde tot die onderneming voeg. Keuring word daardeur ‟n kritieke menslike hulpbronintervensie in enige organisasie in so verre dit die beweging van menskapitaal in en deur die organisasie reguleer. Ten einde ingeligte keuringsbesluite te kan neem, benodig bedryfsielkundiges en menslike hulpbronpraktisyns betroubare en geldige inligting oor voorspellerkonstrukte om hul in staat te stel om akkurate voorspellings van die kriteriumkonstruk te maak. Dit bied wesenlik die regverdiging vir die primêre oogmerk van hierdie studie, naamlik om „n faktoranalitiese ondersoek van die eerste-orde faktorstruktuur van die Fifteen Factor Questionnaire Plus (15FQ+) op „n steekproef swart Suid Afrikaanse bestuurders te onderneem. Die data wat in die studie gebruik is, is verkry uit die databasis van Psymetric (Pty) Ltd met die toestemming van Psytech SA. Die steekproef het bestaan uit 241 swart bestuurders wat tussen 2002 en 2006 deur Psymetric (Pty) Ltd getoets is. Item- en dimensionaliteitontledings is op die 15FQ+ subskale uitgevoer ten einde die sukses vas te stel waarmee hul die onderliggende persoonlikheidskonstrukte verteenwoordig. Die resultate van beide die item- en die dimensionaliteitontledings het aangedui dat ofskoon die items van elke subskaal die onderliggende persoonlikheidskonstruk skyn te verteenwoordig, was hulle nogtans nie sonder probleme nie. ‟n Spektrum passingsmaatstawwe is gebruik om die pasgehalte van die metingsmodel te beoordeel. Die model se algehele passing was goed. Die skattings van die model parameters het egter wel rede tot kommer gegee. Die resultate van die bevestigende faktorontleding dui daarop dat die aanspraak van die ontwikkelaars van die 15FQ+ dat die items wat in elke subskaal ingesluit is spesifieke persoonlikheidsdimensies reflekteer, wel houbaar is. Die grootte-orde van die geskatte modelparameters dui egter daarop dat die items oor die algemeen nie die persoonlikheidsdimensies wat hul ontwerp is om te reflekteer met groot sukses reflekteer nie. Die items is redelik raserige metings van die latente veranderlikes wat hul verteenwoordig. Gebaseer op hierdie bevindinge behoort hierdie instrument met omsigtigheid gebruik te word, veral op groepe wat verskil van die VK steekproewe waarop die instrument ontwikkel en gestandaardiseer is. Die study dra by tot ons begrip van die instrument. Die bevindinge van die studie behoort toekomstige navorsingop 'n groter, meer verteenwoordigende steekproef uit dieselfde teikenpopulasie te rig ten einde die onderhawige bevindinge te steun of te weerlê.
50

The incremental validity of a Situational Judgement Test (SJT) relative to personality and cognitive ability to predict managerial performance

Fertig, Siglind 12 1900 (has links)
Thesis (MComm (Industrial Psychology))--University of Stellenbosch, 2009. / ENGLISH ABSTRACT: The last two decades have witnessed an upsurge in the research and use of psychometric tests to aid in the prediction of managerial performance. Currently the most prevailing predictor constructs of managerial performance are cognitive ability, personality, and experience. However, researchers and practitioners are still looking for ways in which to maximise the prediction of managerial performance. In recent years, Situational Judgement Tests (SJTs) have become an increasingly popular selection tool. SJTs are multidimensional psychometric instruments designed to assess an individual’s judgement concerning work-related situations. Evidence to date indicates that SJTs are valid predictors of performance, especially for managerial positions in which interpersonal interactions are important. The main objective of this study was to examine whether SJTs significantly add to the prediction of managerial performance over other measures used for managerial selection, such as measures of cognitive ability and personality. Measures of specific cognitive abilities, personality and a SJT were administered to branch managers in a South African retail bank (N = 124) to investigate the ability of the measures to predict managerial performance. Managerial performance was measured using three measures; Performance Ranking, a Behavioural Observation Scale (BOS) and an Overall Performance Rating. Hierarchical multiple regression was used to investigate the relationship between the predictor composites and the managerial performance measures. Findings reveal different prediction patterns for the three criteria. A multiple correlation coefficient of .442 (p > .05) was obtained when predicting Performance Ranking measures, .308 (p < .05) was obtained for predicting the Behavioural Observation Scale (BOS) measure, and .318 (p > .05) was obtained when predicting the Overall Performance Rating measure. Therefore, only when predicting the BOS measure, the SJT provided incremental validity over cognitive ability and personality measures. Consequently, the average of the scores of the three criterion measures, i.e., the Managerial Performance Composite, was used to evaluate the a priori hypotheses. A multiple correlation of .366 (p > .05) was obtained for predicting the Managerial Performance Composite criterion. Results therefore indicate that the SJT did not exhibit meaningful or statistically significant incremental prediction over cognitive ability and personality to predict the composite managerial performance measure. / AFRIKAANSE OPSOMMING: Die laaste twee dekades het ‘n toename in die gebruik van psigometriese toetse in die voorspelling van bestuurdersprestasie waargeneem. Tans is kognitiewe vermoë, persoonlikheid en ervaring die mees algemene voorspellingskonstrukte vir bestuurdersprestasie. Navorsers en praktisyns is egter op soek na maniere om die voorspelling van bestuurdersprestasie te verbeter. ‘n Onlangse verwikkeling is dat “Situational Judgement Tests” (SJTs) toeneem in gewildheid as seleksie-metode. SJTs is multi-dimensionele psigometriese toetse wat ontwerp is om ‘n individu se oordeelsvermoë ten opsigte van werksverwante situasies te assesseer. Navorsing tot op hede wys dat SJTs geldige voorspellers van prestasie is, veral vir bestuursposisies waarin interpersoonlike interaksies belangrik is. Die hoofdoel van hierdie studie was om te ondersoek of SJTs betekenisvolle waarde toevoeg tot die voorspelling van bestuurdersprestasie bo die gebruik van ander meetinstrumente wat vir bestuurskeuring gebruik word, soos metings van kognitiewe vermoë en persoonlikheid. Vir hierdie doel, is takbestuurders in ‘n Suid Afrikaanse bank (N = 124) se kognitiewe vermoëns, persoonlikheid en situasionele beoordelingsvermoë getoets om die vermoë van die meetinstrumente om bestuurdersprestasie te voorspel, te ondersoek. Bestuurdersprestasie was deur middel van drie meetinstrumente bepaal; prestasie-rangordening (“Performance Ranking”), ‘n gedragsobservasieskaal (“Behavioural Observation Scale”) en ‘n algehele prestasiebeoordelingsmeting (“Overall Performance Rating”). Hiërargiese meervoudige regressie-ontleding was gebruik om die verhouding tussen die voorspellers en die bestuurdersprestasiemetings te ondersoek. Verskillende voorspellingspatrone is vir die drie meetinstrumente gevind. ‘n Meervoudige korrelasie koeffisiënt van .308 (p < .05) is vir die voorspelling van die BOS meting verkry, terwyl .442 (p > .05) en .308 (p < .05) onderskeidelik vir die voorspelling van die prestasie-rangordening en algehele prestasiebeoordelingsmeting verkry is. Gevolglik het slegs die BOS meting inkrementele geldigheid getoon. Die gemiddeld van hierdie drie metings se tellings is gebruik om ‘n bestuurdersprestasie-kombinasietelling “Managerial Performance Composite” te skep wat gebruik is om die finale besluit rakende die a priori hipoteses te maak. ‘n Meervoudige korrelasie van .366 (p >.05) was gevind ten einde die bestuurdersprestasie-kombinasietelling te voorspel aan die hand van die voorspellers.

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