{"title":"实施人员分析:探索分析和讲故事技能的直接和互补效果","authors":"Steven McCartney, Na Fu","doi":"10.1002/hrm.22194","DOIUrl":null,"url":null,"abstract":"<p>Although research identifies analytical and storytelling skills as the two broad human capital inputs required to perform people analytics, further research is required to better understand how People Analysts that is, the enactors of people analytics, perceive the impact of these skills on their performance. Accordingly, this study draws on the human capital resource (HCR) and HCR complementarity frameworks to investigate the individual and collective impact of analytical and storytelling skills on People Analysts perceived job performance. A mixed-method sequential explanatory research design is adopted, finding mixed results. Consistent with existing research, results from Phase 1 find People Analysts perceive storytelling skills to be positively associated with their job performance. However, contrary to existing claims, the findings reveal that analytical skills are only perceived to be significant in influencing People Analysts job performance when combined with storytelling skills, supporting a complementarity HCR relationship. To further explain the findings from Phase 1, Phase 2 involved collecting data from 50 people analytics professionals via semi-structured interviews. Results from the thematic analysis reinforce the survey findings while also illustrating that People Analysts perceive the complementarity relationship between analytical and storytelling skills as important for improving job performance. Accordingly, we argue that debate in this area should be reframed to acknowledge the necessity of complementarities in building people analytics capabilities.</p>","PeriodicalId":48310,"journal":{"name":"Human Resource Management","volume":"63 2","pages":"187-205"},"PeriodicalIF":6.0000,"publicationDate":"2023-09-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/hrm.22194","citationCount":"0","resultStr":"{\"title\":\"Enacting people analytics: Exploring the direct and complementary effects of analytical and storytelling skills\",\"authors\":\"Steven McCartney, Na Fu\",\"doi\":\"10.1002/hrm.22194\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>Although research identifies analytical and storytelling skills as the two broad human capital inputs required to perform people analytics, further research is required to better understand how People Analysts that is, the enactors of people analytics, perceive the impact of these skills on their performance. Accordingly, this study draws on the human capital resource (HCR) and HCR complementarity frameworks to investigate the individual and collective impact of analytical and storytelling skills on People Analysts perceived job performance. A mixed-method sequential explanatory research design is adopted, finding mixed results. Consistent with existing research, results from Phase 1 find People Analysts perceive storytelling skills to be positively associated with their job performance. However, contrary to existing claims, the findings reveal that analytical skills are only perceived to be significant in influencing People Analysts job performance when combined with storytelling skills, supporting a complementarity HCR relationship. To further explain the findings from Phase 1, Phase 2 involved collecting data from 50 people analytics professionals via semi-structured interviews. Results from the thematic analysis reinforce the survey findings while also illustrating that People Analysts perceive the complementarity relationship between analytical and storytelling skills as important for improving job performance. Accordingly, we argue that debate in this area should be reframed to acknowledge the necessity of complementarities in building people analytics capabilities.</p>\",\"PeriodicalId\":48310,\"journal\":{\"name\":\"Human Resource Management\",\"volume\":\"63 2\",\"pages\":\"187-205\"},\"PeriodicalIF\":6.0000,\"publicationDate\":\"2023-09-07\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://onlinelibrary.wiley.com/doi/epdf/10.1002/hrm.22194\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Human Resource Management\",\"FirstCategoryId\":\"91\",\"ListUrlMain\":\"https://onlinelibrary.wiley.com/doi/10.1002/hrm.22194\",\"RegionNum\":2,\"RegionCategory\":\"管理学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"MANAGEMENT\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Human Resource Management","FirstCategoryId":"91","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/hrm.22194","RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"MANAGEMENT","Score":null,"Total":0}
Enacting people analytics: Exploring the direct and complementary effects of analytical and storytelling skills
Although research identifies analytical and storytelling skills as the two broad human capital inputs required to perform people analytics, further research is required to better understand how People Analysts that is, the enactors of people analytics, perceive the impact of these skills on their performance. Accordingly, this study draws on the human capital resource (HCR) and HCR complementarity frameworks to investigate the individual and collective impact of analytical and storytelling skills on People Analysts perceived job performance. A mixed-method sequential explanatory research design is adopted, finding mixed results. Consistent with existing research, results from Phase 1 find People Analysts perceive storytelling skills to be positively associated with their job performance. However, contrary to existing claims, the findings reveal that analytical skills are only perceived to be significant in influencing People Analysts job performance when combined with storytelling skills, supporting a complementarity HCR relationship. To further explain the findings from Phase 1, Phase 2 involved collecting data from 50 people analytics professionals via semi-structured interviews. Results from the thematic analysis reinforce the survey findings while also illustrating that People Analysts perceive the complementarity relationship between analytical and storytelling skills as important for improving job performance. Accordingly, we argue that debate in this area should be reframed to acknowledge the necessity of complementarities in building people analytics capabilities.
期刊介绍:
Covering the broad spectrum of contemporary human resource management, this journal provides academics and practicing managers with the latest concepts, tools, and information for effective problem solving and decision making in this field. Broad in scope, it explores issues of societal, organizational, and individual relevance. Journal articles discuss new theories, new techniques, case studies, models, and research trends of particular significance to practicing HR managers