{"title":"工作制作与创业创新:动态能力与自主人工智能学习的调节中介作用","authors":"Stewart Selase Hevi, Clemence Dupey Agbenorxevi, Innocent Senyo Kwasi Acquah, Ebenezer Malcalm, Francisca Abena Akomaso Nyamful","doi":"10.1108/jfbm-08-2024-0169","DOIUrl":null,"url":null,"abstract":"<h3>Purpose</h3>\n<p>This paper investigates the moderated mediation roles of dynamic capabilities and self-initiated AI learning between job crafting and entrepreneurial innovativeness among owner-managers of family craft businesses in Ghana.</p><!--/ Abstract__block -->\n<h3>Design/methodology/approach</h3>\n<p>A convenience sampling technique was used in the selection of 498 family craft business owner-managers in Ghana. The paper deployed regression analysis to examine the hypothesized paths.</p><!--/ Abstract__block -->\n<h3>Findings</h3>\n<p>Using hierarchical regression, job crafting was found to have a positive effect on entrepreneurs’ innovativeness. Further, dynamic capabilities moderate the mediated link between self-initiated AI learning and entrepreneurial innovativeness.</p><!--/ Abstract__block -->\n<h3>Research limitations/implications</h3>\n<p>The current study assesses self-initiated learning for work adjustment from a cross-sectional design perspective. Though, this research design is effective in the assessment of opinions and attitudes of persons, it is limited in its capacity to reflect changing opinions and attitudes overtime. This study recommends future studies to conduct a longitudinal survey on the phenomenon.</p><!--/ Abstract__block -->\n<h3>Originality/value</h3>\n<p>This study is one of the first to deploy AI affordances to extend empirical literature on the novel SIWAL concept for work adjustment among craft family business owner-managers in Africa.</p><!--/ Abstract__block -->","PeriodicalId":51790,"journal":{"name":"Journal of Family Business Management","volume":null,"pages":null},"PeriodicalIF":3.6000,"publicationDate":"2024-09-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Job crafting and entrepreneurial innovativeness: the moderated mediation roles of dynamic capabilities and self-initiated AI learning\",\"authors\":\"Stewart Selase Hevi, Clemence Dupey Agbenorxevi, Innocent Senyo Kwasi Acquah, Ebenezer Malcalm, Francisca Abena Akomaso Nyamful\",\"doi\":\"10.1108/jfbm-08-2024-0169\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<h3>Purpose</h3>\\n<p>This paper investigates the moderated mediation roles of dynamic capabilities and self-initiated AI learning between job crafting and entrepreneurial innovativeness among owner-managers of family craft businesses in Ghana.</p><!--/ Abstract__block -->\\n<h3>Design/methodology/approach</h3>\\n<p>A convenience sampling technique was used in the selection of 498 family craft business owner-managers in Ghana. The paper deployed regression analysis to examine the hypothesized paths.</p><!--/ Abstract__block -->\\n<h3>Findings</h3>\\n<p>Using hierarchical regression, job crafting was found to have a positive effect on entrepreneurs’ innovativeness. Further, dynamic capabilities moderate the mediated link between self-initiated AI learning and entrepreneurial innovativeness.</p><!--/ Abstract__block -->\\n<h3>Research limitations/implications</h3>\\n<p>The current study assesses self-initiated learning for work adjustment from a cross-sectional design perspective. Though, this research design is effective in the assessment of opinions and attitudes of persons, it is limited in its capacity to reflect changing opinions and attitudes overtime. This study recommends future studies to conduct a longitudinal survey on the phenomenon.</p><!--/ Abstract__block -->\\n<h3>Originality/value</h3>\\n<p>This study is one of the first to deploy AI affordances to extend empirical literature on the novel SIWAL concept for work adjustment among craft family business owner-managers in Africa.</p><!--/ Abstract__block -->\",\"PeriodicalId\":51790,\"journal\":{\"name\":\"Journal of Family Business Management\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":3.6000,\"publicationDate\":\"2024-09-04\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Family Business Management\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1108/jfbm-08-2024-0169\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"MANAGEMENT\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Family Business Management","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1108/jfbm-08-2024-0169","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"MANAGEMENT","Score":null,"Total":0}
Job crafting and entrepreneurial innovativeness: the moderated mediation roles of dynamic capabilities and self-initiated AI learning
Purpose
This paper investigates the moderated mediation roles of dynamic capabilities and self-initiated AI learning between job crafting and entrepreneurial innovativeness among owner-managers of family craft businesses in Ghana.
Design/methodology/approach
A convenience sampling technique was used in the selection of 498 family craft business owner-managers in Ghana. The paper deployed regression analysis to examine the hypothesized paths.
Findings
Using hierarchical regression, job crafting was found to have a positive effect on entrepreneurs’ innovativeness. Further, dynamic capabilities moderate the mediated link between self-initiated AI learning and entrepreneurial innovativeness.
Research limitations/implications
The current study assesses self-initiated learning for work adjustment from a cross-sectional design perspective. Though, this research design is effective in the assessment of opinions and attitudes of persons, it is limited in its capacity to reflect changing opinions and attitudes overtime. This study recommends future studies to conduct a longitudinal survey on the phenomenon.
Originality/value
This study is one of the first to deploy AI affordances to extend empirical literature on the novel SIWAL concept for work adjustment among craft family business owner-managers in Africa.