Demand–Resource Profiles and Job Satisfaction in the Healthcare Sector: A Person-Centered Examination Using Bayesian Informative Hypothesis Testing

verifiedmedium profile · International Journal of Environmental Research and Public Health · 2023

Marzocchi, Ivan; Ghezzi, Valerio; Di Tecco, Cristina; Ronchetti, Matteo; Ciampa, Valeria; Olivo, Ilaria; Barbaranelli, Claudio

10.3390/ijerph20020967 · CrossRef: verified

How this was studied

paradigm: post positivistpurpose: exploratorydesign: observational cross sectionalidentification: nonetime: cross sectionaldata: quantitative survey

observational cross sectionalobservational cross sectionalSampleMeasuresAssociationcorrelateSampleSurvey measuresAssociations• Cross-sectional → reverse-causation threat to internal validity.
Fig. observational cross sectional — read left → right; the design notation behind this study's evidence.

analysis: bayesian · validity (trustworthiness): internal unclear · external unclear · construct addressed · statistical addressed · classifier confidence 0.7

What this article reports

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In the authors’ words

The article’s own abstract.

:Workcharacteristicsmayindependentlyandjointlyaffectwell-being,sothatwhetherjob demandsdepleteorenergizeemployeesdependsontheresourcesavailableinthejob. However, contradictoryresultsontheirjointeffectshaveemergedsofarintheliterature.Wearguethatthese inconsistenciescanbepartiallyexplainedbytwoargumentsinthecontemporaryliteratureinthefield. First,moststudiesinthejobdesigndomainarebasedonclassicvariable-centeredmethodologies which, although informative, are not well suited to investigate complex patterns of interactions amongmultiplevariables.Second,thesestudieshavemainlyfocusedongenericworkcharacteristics (e.g.,workload,control,support),andarelackinginoccupationalspecificity.Thus,toovercomethese limitations,inthecurrentresearchweincludegenericandoccupation-specificworkcharacteristics andadoptaperson-centeredapproachto(a)identifydifferentpatternsofinteractionsofjobdemands andresourcesinasampleofhealthcareemployees,and(b)determinethedegreetowhichthese Citation:Marzocchi,I.;Ghezzi,V.; patte

What the literature says about it

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1 supporting

supportsDefined as an individualized positive feeling and attitude toward a job [25], we included job satisfaction in our investigation as it is strongly linked with workers’ overall well-being [26] and, at the organization level, is associated with high performance and productivity [27,28], reduced absenteeism [29], lower turnover intention [30] and less counterproductive work behaviors [31].

Demand–Resource Profiles and Job Satisfaction in the Healthcare Sector: A Person-Centered Examination Using Bayesian Informative Hypothesis Testing (2023) · CCBY

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