97 Data processing and data protection in connection with employment Abstract This work is dedicated to issues concerning data processing in connection with employment. Given the extensiveness of this topic, this thesis focuses primarily on the processing of personal data prior to the establishment of an employment relationship. The main area of study is the job applicants' data processing in different model situations. The aim of this thesis is to establish a solution for how to process candidates' personal data in order to comply with the General Data Protection Regulation. The goal is accomplished by applying the General Data Protection Regulation to particular model situations. This work is divided into three chapters. Chapter 1 deals with the history of the data protection law and presents differences between the right to data protection and the right to privacy. It also discusses the current legal regulations in the General Data Protection Regulation and the Czech Data Processing Act and gives reasons for adoption of such legislation. Chapter 2 concentrates primarily on the key terminology of the data protection laws. This chapter consists of sub-chapters according to the terms discussed, namely personal data, data subject, data processing, controller and processor. Related issues from the General...

In recent years, many organizations, such as Starbucks and Pepsi Co., have received negative public attention for company actions that are perceived as challenges to social justice issues, particularly with regard to diversity. The increased public criticism of companies involved in controversial diversity related issues is likely due to societal expectations that companies increase their Corporate Social Responsibility (CSR) and Corporate Social performance (CSP) efforts and serve as leaders of social change (Cone Communications, 2017). The current two-part experimental investigation includes two experimental Studies exploring the impact of diversity related CSP, specifically regarding immigration and race which are particularly relevant to current organizations as they are controversial, polarizing, and closely tied to politics, on prospective employees’ perceptions of an organization as a potential employer. These two Studies also contribute to the literature by looking at the impact of person-organization fit (P-O fit) on the relationship between CSP and organizational attractiveness and likelihood to accept a job offer (Study 1); and the impact of diversity-related CSP on prospective employees of color’s attractiveness to an organization and likelihood to pursue a job (Study 2).

In 1903 Karl Pearson identified the effects of censorship, or range restriction, on the correlation coefficient. The current report reviews the history and literature examining those effects, corrections for range restriction, and the limitations of previous research. A rationale for further research of the effect of range restriction on logistic regression parameter estimates is presented. / text

The purpose of the current study was to examine whether older job applicants are discriminated against relative to younger job applicants when changing careers, and to investigate whether an intervention designed to reduce stereotyping and prejudice could alleviate such unfair discrimination, if it was found. A between-subjects laboratory experiment with three factors was conducted, including age (young vs. old job applicant), career-transition type (within- vs. between-career transition), and a dual-identity based recategorization intervention (control vs. intervention), totaling 8 experimental conditions. Data were collected and analyzed from 157 undergraduate student participants. Participants were informed that they would be evaluating the viability of using video-resumes as a potential organizational selection tool, and were randomly assigned to watch a video-resume depicting a White male job applicant applying for the job of mechanical engineer. The job applicant was either younger or older and was either making a career change that was more similar to his previous career (i.e., naval architect) or less similar to his previous career (i.e., chiropractor). In the intervention conditions, the job applicant emphasized his age and the fact that he graduated from UCF; in the control conditions, he only emphasized his age and his educational background from a generic university. An actor in his early twenties played the role of the job applicant. Make-up was applied to age his face, and computer software was used to age his voice. After viewing the video-resumes, participants judged his suitability for hire, competence, warmth, loyalty, and suitability for training. A Multivariate Analysis of Covariance (MANCOVA) was conducted and a significant 3-way interaction was found between age, career-transition type, and intervention on both ratings of suitability for hire and on competence ratings. Counter to theory, the older job applicant was negatively impacted relative to the younger applicant when attempting to build a common ingroup identity with the younger decision-maker. These findings were discussed within the context of theories on attribution and impression management, and discussed relative to prior research utilizing the dual-identity based recategorization intervention method. Implications for older workers making career transitions are discussed.

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.