{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,10]],"date-time":"2026-03-10T03:45:22Z","timestamp":1773114322249,"version":"3.50.1"},"reference-count":74,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2024,12,20]],"date-time":"2024-12-20T00:00:00Z","timestamp":1734652800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0"},{"start":{"date-parts":[[2024,12,20]],"date-time":"2024-12-20T00:00:00Z","timestamp":1734652800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Discov Computing"],"DOI":"10.1007\/s10791-024-09494-x","type":"journal-article","created":{"date-parts":[[2024,12,20]],"date-time":"2024-12-20T13:07:30Z","timestamp":1734700050000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Exploring rural resident\u2019s Digital Capital against external shocks in digital transformation"],"prefix":"10.1007","volume":"27","author":[{"given":"Jing","family":"Zhao","sequence":"first","affiliation":[]},{"given":"Jun","family":"Lin","sequence":"additional","affiliation":[]},{"given":"Shaopeng","family":"Wang","sequence":"additional","affiliation":[]},{"given":"Fan","family":"Yang","sequence":"additional","affiliation":[]},{"given":"Ying","family":"Dai","sequence":"additional","affiliation":[]},{"given":"Xia","family":"Li","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2024,12,20]]},"reference":[{"issue":"06","key":"9494_CR1","first-page":"40","volume":"42","author":"L QianWen","year":"2020","unstructured":"QianWen L, Zhi CH, Jia L. External impact and income increasing stability of rural residents in view of COVID-19 impact. Contemp Econ Manag. 2020;42(06):40\u20139.","journal-title":"Contemp Econ Manag."},{"key":"9494_CR2","unstructured":"China Information and Communication Research Academy. Research Report on the Development of China\u2019s Digital Economy. http:\/\/www.caict.ac.cn\/kxyj\/qwfb\/bps\/202304\/t20230427_419051.htm."},{"key":"9494_CR3","first-page":"16","volume":"03","author":"WL Wang","year":"2020","unstructured":"Wang WL, Wu ZG. Research on Digital Economic development under the influence of COVID-19. Econ Rev J. 2020;03:16\u201322.","journal-title":"Econ Rev J"},{"issue":"5","key":"9494_CR4","doi-asserted-by":"publisher","first-page":"793","DOI":"10.1177\/1461444819869604","volume":"22","author":"M Ragnedda","year":"2020","unstructured":"Ragnedda M, Ruiu ML, Addeo F. Measuring Digital Capital: an empirical investigation. New Media Soc. 2020;22(5):793\u2013816. https:\/\/doi.org\/10.1177\/1461444819869604.","journal-title":"New Media Soc"},{"issue":"7","key":"9494_CR5","doi-asserted-by":"publisher","first-page":"509","DOI":"10.1002\/(SICI)1097-0266(199708)18:7<509::AID-SMJ882>3.0.CO;2-Z","volume":"18","author":"DJ Teece","year":"1997","unstructured":"Teece DJ, Pisano G, Shuen A. Dynamic capabilities and strategic management. Strateg Manag J. 1997;18(7):509\u201333.","journal-title":"Strateg Manag J"},{"key":"9494_CR6","doi-asserted-by":"publisher","DOI":"10.1016\/j.technovation.2023.102858","author":"S Chatterjee","year":"2023","unstructured":"Chatterjee S, Chaudhuri R, Mariani M, Fosso WS. The consequences of innovation failure: an innovation capabilities and dynamic capabilities perspective. Technovation. 2023. https:\/\/doi.org\/10.1016\/j.technovation.2023.102858.","journal-title":"Technovation"},{"key":"9494_CR7","doi-asserted-by":"publisher","DOI":"10.1016\/j.techfore.2023.122903","author":"D Sj\u00f6din","year":"2023","unstructured":"Sj\u00f6din D, Parida V, Kohtam\u00e4ki M. Artificial intelligence enabling circular business model innovation in digital servitization: conceptualizing dynamic capabilities, AI capacities, business models and effects. Technol Forecast Soc Change. 2023. https:\/\/doi.org\/10.1016\/j.techfore.2023.122903.","journal-title":"Technol Forecast Soc Change."},{"issue":"6","key":"9494_CR8","doi-asserted-by":"publisher","first-page":"898","DOI":"10.1287\/orsc.1070.0291","volume":"18","author":"FT Rothaermel","year":"2007","unstructured":"Rothaermel FT, Hess AM. Building dynamic capabilities: innovation driven by individual-, firm-, and network-level effects. Organ Sci. 2007;18(6):898\u2013921. https:\/\/doi.org\/10.1287\/orsc.1070.0291.","journal-title":"Organ Sci"},{"issue":"12","key":"9494_CR9","doi-asserted-by":"publisher","first-page":"1914","DOI":"10.1080\/0144929X.2022.2101944","volume":"42","author":"W He","year":"2023","unstructured":"He W, Ke X, Du HS. Social media enabled individual dynamic capabilities: the boundary spanning perspective. Behav Inf Technol. 2023;42(12):1914\u201330. https:\/\/doi.org\/10.1080\/0144929X.2022.2101944.","journal-title":"Behav Inf Technol"},{"key":"9494_CR10","doi-asserted-by":"publisher","DOI":"10.4337\/9781788116695.00021","volume-title":"Handbook of research on strategic human capital resources","author":"D Lewin","year":"2019","unstructured":"Lewin D, Teece DJ. Human resource management strategy and practice: from individual motivation to dynamic capabilities. In: Nyberg AJ, Moliterno TP, editors. Handbook of research on strategic human capital resources. Edward Elgar Publishing; 2019. https:\/\/doi.org\/10.4337\/9781788116695.00021."},{"key":"9494_CR11","doi-asserted-by":"publisher","first-page":"275","DOI":"10.37394\/23208.2023.20.29","volume":"20","author":"A Pesqueira","year":"2023","unstructured":"Pesqueira A, Sousa MJ, Pereira R. Individual dynamic capabilities influential factors in blockchain technology innovation from hospital settings. WSEAS Trans Biol Biomed. 2023;20:275\u201394. https:\/\/doi.org\/10.37394\/23208.2023.20.29.","journal-title":"WSEAS Trans Biol Biomed"},{"issue":"1","key":"9494_CR12","doi-asserted-by":"publisher","first-page":"41","DOI":"10.1007\/s10843-018-0239-2","volume":"17","author":"D Mudalige","year":"2019","unstructured":"Mudalige D, Ismail NA, Malek MA. Exploring the role of individual level and firm level dynamic capabilities in SMEs\u2019 internationalization. J Int Entrep. 2019;17(1):41\u201374. https:\/\/doi.org\/10.1007\/s10843-018-0239-2.","journal-title":"J Int Entrep"},{"issue":"8","key":"9494_CR13","doi-asserted-by":"publisher","first-page":"2366","DOI":"10.1016\/j.tele.2018.10.006","volume":"35","author":"M Ragnedda","year":"2018","unstructured":"Ragnedda M. Conceptualizing digital capital. Telemat Inform. 2018;35(8):2366\u201375. https:\/\/doi.org\/10.1016\/j.tele.2018.10.006.","journal-title":"Telemat Inform"},{"issue":"9","key":"9494_CR14","doi-asserted-by":"publisher","first-page":"2534","DOI":"10.1177\/1461444820933252","volume":"23","author":"GD Calder\u00f3n","year":"2021","unstructured":"Calder\u00f3n GD. The third digital divide and Bourdieu: bidirectional conversion of economic, cultural, and social capital to (and from) digital capital among young people in Madrid. New Media Soc. 2021;23(9):2534\u201353. https:\/\/doi.org\/10.1177\/1461444820933252.","journal-title":"New Media Soc"},{"key":"9494_CR15","unstructured":"National Bureau of Statistics of China. China Statistic Yearbook. https:\/\/www.stats.gov.cn\/sj\/ndsj\/."},{"issue":"7","key":"9494_CR16","doi-asserted-by":"publisher","first-page":"950","DOI":"10.1080\/1369118X.2017.1301519","volume":"20","author":"G Ignatow","year":"2017","unstructured":"Ignatow G, Robinson L. Pierre Bourdieu: theorizing the digital. Inf Commun Soc. 2017;20(7):950\u201366. https:\/\/doi.org\/10.1080\/1369118X.2017.1301519.","journal-title":"Inf Commun Soc"},{"key":"9494_CR17","doi-asserted-by":"publisher","unstructured":"Bourdieu P. The forms of capital. 2018. https:\/\/doi.org\/10.4324\/9780429494338","DOI":"10.4324\/9780429494338"},{"issue":"7","key":"9494_CR18","doi-asserted-by":"publisher","first-page":"2167","DOI":"10.1108\/BPMJ-02-2023-0095","volume":"29","author":"C Chen","year":"2023","unstructured":"Chen C, Pan J, Liu S, Feng T. Impact of digital capability on firm resilience: the moderating role of coopetition behavior. Bus Process Manag J. 2023;29(7):2167\u201390. https:\/\/doi.org\/10.1108\/BPMJ-02-2023-0095.","journal-title":"Bus Process Manag J"},{"issue":"2","key":"9494_CR19","doi-asserted-by":"publisher","first-page":"669","DOI":"10.3390\/jtaer17020035","volume":"17","author":"R Rupeika-Apoga","year":"2022","unstructured":"Rupeika-Apoga R, Petrovska K, Bule L. The effect of digital orientation and Digital Capability on digital transformation of SMEs during the COVID-19 pandemic. J Theoret Appl Electron Commer Res. 2022;17(2):669\u201385. https:\/\/doi.org\/10.3390\/jtaer17020035.","journal-title":"J Theoret Appl Electron Commer Res"},{"key":"9494_CR20","doi-asserted-by":"publisher","DOI":"10.1007\/s13132-023-01575-4","author":"V Velyako","year":"2023","unstructured":"Velyako V, Musa S. The relationship between digital organizational culture, digital capability, digital innovation, organizational resilience, and competitive advantage. J Knowl Econ. 2023. https:\/\/doi.org\/10.1007\/s13132-023-01575-4.","journal-title":"J Knowl Econ"},{"key":"9494_CR21","doi-asserted-by":"publisher","first-page":"9","DOI":"10.1108\/978-1-83909-550-420201002","volume-title":"Digital Capital: a bourdieusian perspective on the digital divide","author":"M Ragnedda","year":"2020","unstructured":"Ragnedda M. Defining Digital Capital. In: Ragnedda M, editor. Digital Capital: a bourdieusian perspective on the digital divide. Emerald Publishing Limited; 2020. p. 9\u201338. https:\/\/doi.org\/10.1108\/978-1-83909-550-420201002."},{"issue":"2","key":"9494_CR22","doi-asserted-by":"publisher","first-page":"65","DOI":"10.4018\/IJT.20200701.oa1","volume":"11","author":"P Reddy","year":"2020","unstructured":"Reddy P, Sharma B, Chaudhary K. Digital literacy: a review of literature. Int J Technoethics. 2020;11(2):65\u201394. https:\/\/doi.org\/10.4018\/IJT.20200701.oa1.","journal-title":"Int J Technoethics"},{"key":"9494_CR23","doi-asserted-by":"publisher","DOI":"10.3390\/su151411422","author":"B Liu","year":"2023","unstructured":"Liu B, Zhou J. Digital literacy, farmers\u2019 income increase and rural internal income gap. Sustainability (Switzerland). 2023. https:\/\/doi.org\/10.3390\/su151411422.","journal-title":"Sustainability (Switzerland)."},{"key":"9494_CR24","doi-asserted-by":"publisher","DOI":"10.3390\/su151713149","author":"M Magesa","year":"2023","unstructured":"Magesa M, Jonathan J, Urassa J. Digital literacy of smallholder farmers in Tanzania. Sustainability (Switzerland). 2023. https:\/\/doi.org\/10.3390\/su151713149.","journal-title":"Sustainability (Switzerland)."},{"issue":"2","key":"9494_CR25","first-page":"605","volume":"24","author":"M Sabu","year":"2016","unstructured":"Sabu M, Shaijumon CS. Usage level of ICT and its impact on income among mechanised and motorised marine fishermen in Kerala, India. Pertanika J Soc Sci Hum. 2016;24(2):605\u201318.","journal-title":"Pertanika J Soc Sci Hum"},{"key":"9494_CR26","doi-asserted-by":"publisher","DOI":"10.4337\/9781849805629","volume-title":"Strategic reconfigurations: building dynamic capabilities in rapid innovation-based industries","year":"2010","unstructured":"Wall S, Zimmermann C, Klingebiel R, Lange D, editors. Strategic reconfigurations: building dynamic capabilities in rapid innovation-based industries. Cheltanham: Edward Elgar Publishing; 2010. https:\/\/doi.org\/10.4337\/9781849805629."},{"key":"9494_CR27","doi-asserted-by":"publisher","first-page":"105","DOI":"10.1016\/j.indmarman.2019.11.008","volume":"89","author":"C Baden-Fuller","year":"2020","unstructured":"Baden-Fuller C, Teece DJ. Market sensing, dynamic capability, and competitive dynamics. Ind Mark Manage. 2020;89:105\u20136. https:\/\/doi.org\/10.1016\/j.indmarman.2019.11.008.","journal-title":"Ind Mark Manage"},{"issue":"1","key":"9494_CR28","doi-asserted-by":"publisher","first-page":"144","DOI":"10.1080\/14778238.2018.1428070","volume":"16","author":"A Bykova","year":"2018","unstructured":"Bykova A, Jardon CM. The mediation role of companies\u2019 dynamic capabilities for business performance excellence: Insights from foreign direct investments: the case of transitional partnership. Knowl Manag Res Pract. 2018;16(1):144\u201359. https:\/\/doi.org\/10.1080\/14778238.2018.1428070.","journal-title":"Knowl Manag Res Pract"},{"issue":"4","key":"9494_CR29","doi-asserted-by":"publisher","first-page":"1009","DOI":"10.1007\/s10490-016-9469-9","volume":"33","author":"J Li-Ying","year":"2016","unstructured":"Li-Ying J, Wang Y, Ning L. How do dynamic capabilities transform external technologies into firms\u2019 renewed technological resources?\u2014A mediation model. Asia Pac J Manag. 2016;33(4):1009\u201336. https:\/\/doi.org\/10.1007\/s10490-016-9469-9.","journal-title":"Asia Pac J Manag"},{"issue":"2","key":"9494_CR30","doi-asserted-by":"publisher","first-page":"517","DOI":"10.1108\/IJLMA-01-2017-0004","volume":"60","author":"K Najmi","year":"2018","unstructured":"Najmi K, Kadir AR, Kadir MIA. Mediation effect of dynamic capability in the relationship between knowledge management and strategic leadership on organizational performance accountability. Int J Law Manag. 2018;60(2):517\u201329. https:\/\/doi.org\/10.1108\/IJLMA-01-2017-0004.","journal-title":"Int J Law Manag"},{"issue":"5","key":"9494_CR31","doi-asserted-by":"publisher","first-page":"637","DOI":"10.1108\/MIP-05-2019-0269","volume":"38","author":"P Ledesma-Chaves","year":"2020","unstructured":"Ledesma-Chaves P, Arenas-Gait\u00e1n J, Garcia-Cruz R. International expansion: mediation of dynamic capabilities. Mark Intell Plan. 2020;38(5):637\u201352. https:\/\/doi.org\/10.1108\/MIP-05-2019-0269.","journal-title":"Mark Intell Plan"},{"key":"9494_CR32","doi-asserted-by":"publisher","DOI":"10.3390\/su14073763","author":"Y Wang","year":"2022","unstructured":"Wang Y, Xue X, Guo H. The sustainability of market orientation from a dynamic perspective: the mediation of dynamic capability and the moderation of error management climate. Sustainability (Switzerland). 2022. https:\/\/doi.org\/10.3390\/su14073763.","journal-title":"Sustainability (Switzerland)."},{"issue":"6","key":"9494_CR33","doi-asserted-by":"publisher","first-page":"831","DOI":"10.1002\/smj.2247","volume":"36","author":"CE Helfat","year":"2015","unstructured":"Helfat CE, Peteraf MA. Managerial cognitive capabilities and the microfoundations of dynamic capabilities. Strateg Manag J. 2015;36(6):831\u201350. https:\/\/doi.org\/10.1002\/smj.2247.","journal-title":"Strateg Manag J"},{"key":"9494_CR34","doi-asserted-by":"crossref","unstructured":"Schymanietz M, Jonas JM. The roles of individual actors in data-driven service innovation\u2014a dynamic capabilities perspective to explore its microfoundations. In: Proceedings of the Annual Hawaii International Conference on System Sciences. Vol 2020-Jan; 2020:1135\u20131144.","DOI":"10.24251\/HICSS.2020.142"},{"issue":"11","key":"9494_CR35","doi-asserted-by":"publisher","first-page":"947","DOI":"10.1038\/14731","volume":"2","author":"A Borst","year":"1999","unstructured":"Borst A, Theunissen FE. Information theory and neural coding. Nat Neurosci. 1999;2(11):947\u201357. https:\/\/doi.org\/10.1038\/14731.","journal-title":"Nat Neurosci"},{"key":"9494_CR36","doi-asserted-by":"publisher","DOI":"10.1002\/047174882X","volume-title":"Elements of information theory","author":"TM Cover","year":"2005","unstructured":"Cover TM, Thomas JA. Elements of information theory. New Jersey: Wiley; 2005. https:\/\/doi.org\/10.1002\/047174882X."},{"key":"9494_CR37","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511921889","volume-title":"Information theory: coding theorems for discrete memoryless systems","author":"I Csisz\u00e1r","year":"2011","unstructured":"Csisz\u00e1r I, K\u00f6rner J. Information theory: coding theorems for discrete memoryless systems. Cambridge: Cambridge University Press; 2011. https:\/\/doi.org\/10.1017\/CBO9780511921889."},{"key":"9494_CR38","doi-asserted-by":"publisher","DOI":"10.1108\/GKMC-09-2022-0219","author":"A Khalid","year":"2022","unstructured":"Khalid A, Warraich NF, Ali I. Digital information channels during the COVID-19 global health emergency through a situational awareness lens: a study of Pakistani citizens. Glob Knowl Mem Commun. 2022. https:\/\/doi.org\/10.1108\/GKMC-09-2022-0219.","journal-title":"Glob Knowl Mem Commun."},{"key":"9494_CR39","first-page":"69","volume":"9","author":"Fu HuiMing","year":"2014","unstructured":"HuiMing Fu, Yonghe Q. Exploring the mechanism of start-up dynamic capabilities based on individual perspective. Soc Sci (New Delhi). 2014;9:69\u201372.","journal-title":"Soc Sci (New Delhi)"},{"key":"9494_CR40","first-page":"167","volume":"21","author":"L Breznik","year":"2016","unstructured":"Breznik L, Lahovnik M. Dynamic capabilities and competitive advantage: findings from case studies | Dinami\u010dke sposobnosti i konkurentska prednost: Rezultati analize studija slu\u010daja. Management (Croatia). 2016;21:167\u201386.","journal-title":"Management (Croatia)"},{"key":"9494_CR41","doi-asserted-by":"publisher","DOI":"10.1057\/s41599-023-01875-9","author":"S Farias-Gaytan","year":"2023","unstructured":"Farias-Gaytan S, Aguaded I, Ramirez-Montoya MS. Digital transformation and digital literacy in the context of complexity within higher education institutions: a systematic literature review. Hum Soc Sci Commun. 2023. https:\/\/doi.org\/10.1057\/s41599-023-01875-9.","journal-title":"Hum Soc Sci Commun."},{"key":"9494_CR42","doi-asserted-by":"publisher","DOI":"10.3390\/agriculture13101859","author":"D Lin","year":"2023","unstructured":"Lin D, Fu B, Xie K, Zheng W, Chang L, Lin J. Research on the improvement of digital literacy for moderately scaled tea farmers under the background of digital intelligence empowerment. Agriculture (Switzerland). 2023. https:\/\/doi.org\/10.3390\/agriculture13101859.","journal-title":"Agriculture (Switzerland)."},{"issue":"2","key":"9494_CR43","doi-asserted-by":"publisher","first-page":"1538","DOI":"10.1007\/s13132-022-00932-z","volume":"14","author":"J Zhao","year":"2023","unstructured":"Zhao J. Coupling open innovation: network position, knowledge integration ability, and innovation performance. J Knowl Econ. 2023;14(2):1538\u201358. https:\/\/doi.org\/10.1007\/s13132-022-00932-z.","journal-title":"J Knowl Econ"},{"issue":"2","key":"9494_CR44","doi-asserted-by":"publisher","first-page":"285","DOI":"10.17512\/pjms.2019.19.2.24","volume":"19","author":"LWW Mihardjo","year":"2019","unstructured":"Mihardjo LWW, Sasmoko S, Alamsjah F, Elidjen E. Digital leadership impacts on developing dynamic capability and strategic alliance based on market orientation | Wp\u0142yw cyfrowego przyw\u00f3dztwa na rozw\u00f3j dynamicznej zdolno\u015bci i strategicznych sojuszy na podstawie orientacji rynkowej. Polish J Manag Stud. 2019;19(2):285\u201397. https:\/\/doi.org\/10.17512\/pjms.2019.19.2.24.","journal-title":"Polish J Manag Stud."},{"key":"9494_CR45","doi-asserted-by":"publisher","DOI":"10.1108\/IJIS-11-2022-0214","author":"L Blaique","year":"2023","unstructured":"Blaique L, Abu Salim T, Mir FA. Does human capital mediate the relationship between digital competence and service innovation capability? Evidence from the UAE during covid-19 pandemic. Int J Innov Sci. 2023. https:\/\/doi.org\/10.1108\/IJIS-11-2022-0214.","journal-title":"Int J Innov Sci."},{"key":"9494_CR46","doi-asserted-by":"publisher","first-page":"211","DOI":"10.1108\/S0742-332220170000037008","volume-title":"Entrepreneurship, innovation, and platforms","author":"DJ Teece","year":"2017","unstructured":"Teece DJ. Dynamic capabilities and (digital) platform lifecycles. In: Furman J, Gawer A, Silverman BS, Stern S, editors. Entrepreneurship, innovation, and platforms. Emerald Publishing Limited; 2017. p. 211\u201325. https:\/\/doi.org\/10.1108\/S0742-332220170000037008."},{"issue":"4","key":"9494_CR47","doi-asserted-by":"publisher","first-page":"917","DOI":"10.1111\/j.1467-6486.2006.00616.x","volume":"43","author":"SA Zahra","year":"2006","unstructured":"Zahra SA, Sapienza HJ, Davidsson P. Entrepreneurship and dynamic capabilities: a review, model and research agenda. J Manage Stud. 2006;43(4):917\u201355. https:\/\/doi.org\/10.1111\/j.1467-6486.2006.00616.x.","journal-title":"J Manage Stud"},{"issue":"8","key":"9494_CR48","doi-asserted-by":"publisher","first-page":"1251","DOI":"10.1016\/j.indmarman.2011.10.009","volume":"40","author":"S Salunke","year":"2011","unstructured":"Salunke S, Weerawardena J, McColl-Kennedy JR. Towards a model of dynamic capabilities in innovation-based competitive strategy: insights from project-oriented service firms. Ind Mark Manage. 2011;40(8):1251\u201363. https:\/\/doi.org\/10.1016\/j.indmarman.2011.10.009.","journal-title":"Ind Mark Manage"},{"key":"9494_CR49","first-page":"36","volume":"5","author":"W HouKai","year":"2020","unstructured":"HouKai W, QianWen L. Impact of COVID-19 on \u201cAgriculture, countryside and farmers\" and countermeasures. Econ Rev J. 2020;5:36\u201345.","journal-title":"Econ Rev J"},{"issue":"1","key":"9494_CR50","doi-asserted-by":"publisher","first-page":"596","DOI":"10.1093\/restud\/rdad092","volume":"91","author":"G Chodorow-Reich","year":"2023","unstructured":"Chodorow-Reich G, Coglianese J. Unemployment insurance in macroeconomic stabilization. Rev Econ Stud. 2023;91(1):596. https:\/\/doi.org\/10.1093\/restud\/rdad092.","journal-title":"Rev Econ Stud"},{"key":"9494_CR51","volume-title":"The great risk shift: the new economic insecurity and the decline of the American dream","author":"JS Hacker","year":"2019","unstructured":"Hacker JS. The great risk shift: the new economic insecurity and the decline of the American dream. Oxford: Oxford University Press; 2019."},{"key":"9494_CR52","doi-asserted-by":"publisher","first-page":"243","DOI":"10.1016\/j.jad.2021.05.014","volume":"291","author":"F Wu","year":"2021","unstructured":"Wu F, Lin W, Liu P, Zhang M, Huang S, Chen C, Li Q, Huang W, Zhong C, Wang Y, Chen Q. Prevalence and contributory factors of anxiety and depression among pregnant women in the post-pandemic era of COVID-19 in Shenzhen, China. J Affect Disord. 2021;291:243\u201351. https:\/\/doi.org\/10.1016\/j.jad.2021.05.014.","journal-title":"J Affect Disord"},{"issue":"1","key":"9494_CR53","first-page":"331","volume":"2","author":"E Norman","year":"2021","unstructured":"Norman E, Junaedi D, Romli M, Arsyad MR, Supriyatna RK. Analysis of the religious behavior of the Bogor Society in the era of the Covid-19 pandemic. In ICoIS: Int Conf Islam Stud. 2021;2(1):331\u20136.","journal-title":"In ICoIS: Int Conf Islam Stud"},{"key":"9494_CR54","doi-asserted-by":"publisher","DOI":"10.1146\/annurev.economics.050708.142933","author":"T Jappelli","year":"2010","unstructured":"Jappelli T, Pistaferri L. The consumption response to income changes. Annu Rev Econ. 2010. https:\/\/doi.org\/10.1146\/annurev.economics.050708.142933.","journal-title":"Annu Rev Econ"},{"issue":"5","key":"9494_CR55","doi-asserted-by":"publisher","first-page":"1221","DOI":"10.2307\/2938366","volume":"59","author":"A Deaton","year":"1991","unstructured":"Deaton A. Saving and liquidity constraints. Econometrica. 1991;59(5):1221\u201348. https:\/\/doi.org\/10.2307\/2938366.","journal-title":"Econometrica"},{"issue":"5","key":"9494_CR56","doi-asserted-by":"publisher","first-page":"2491","DOI":"10.1111\/jofi.12819","volume":"74","author":"T Kuchler","year":"2019","unstructured":"Kuchler T, Zafar B. Personal experiences and expectations about aggregate outcomes. J Finance. 2019;74(5):2491\u2013542. https:\/\/doi.org\/10.1111\/jofi.12819.","journal-title":"J Finance"},{"issue":"1","key":"9494_CR57","doi-asserted-by":"publisher","first-page":"374","DOI":"10.1086\/712329","volume":"35","author":"P Sapienza","year":"2021","unstructured":"Sapienza P. The glass ceiling and the paper floor: changing gender composition of top earners since the 1980s. NBER Macroecon Annu. 2021;35(1):374\u201380.","journal-title":"NBER Macroecon Annu"},{"issue":"4","key":"9494_CR58","doi-asserted-by":"publisher","first-page":"531","DOI":"10.1177\/014920638601200408","volume":"12","author":"PM Podsakoff","year":"1986","unstructured":"Podsakoff PM, Organ DW. Self-reports, in organizational research\u2014problems and prospects. J Manage. 1986;12(4):531\u201344. https:\/\/doi.org\/10.1177\/014920638601200408.","journal-title":"J Manage"},{"issue":"1","key":"9494_CR59","doi-asserted-by":"publisher","first-page":"92","DOI":"10.1080\/14778238.2020.1843984","volume":"21","author":"R Singh","year":"2023","unstructured":"Singh R, Charan P, Chattopadhyay M. Relational capabilities and performance: examining the moderation-mediation effect of organisation structures and dynamic capability. Knowl Manag Res Pract. 2023;21(1):92\u2013106. https:\/\/doi.org\/10.1080\/14778238.2020.1843984.","journal-title":"Knowl Manag Res Pract"},{"issue":"1","key":"9494_CR60","doi-asserted-by":"publisher","first-page":"163","DOI":"10.1080\/00913367.2017.1281777","volume":"46","author":"JF Hair Jr","year":"2017","unstructured":"Hair JF Jr, Babin BJ, Krey N. Covariance-based structural equation modeling in the journal of advertising: review and recommendations. J Advert. 2017;46(1):163\u201377. https:\/\/doi.org\/10.1080\/00913367.2017.1281777.","journal-title":"J Advert"},{"issue":"1","key":"9494_CR61","doi-asserted-by":"publisher","first-page":"39","DOI":"10.1177\/002224378101800104","volume":"18","author":"C Fornell","year":"1981","unstructured":"Fornell C, Larcker DF. Evaluating structural equation models with unobservable variables and measurement error. J Mark Res. 1981;18(1):39\u201350.","journal-title":"J Mark Res"},{"key":"9494_CR62","doi-asserted-by":"publisher","first-page":"74","DOI":"10.1007\/BF02723327","volume":"16","author":"R Bagozzi","year":"1988","unstructured":"Bagozzi R, Yi YP. On the evaluation of structural equation models. J Acad Mark Sci. 1988;16:74\u201394.","journal-title":"J Acad Mark Sci"},{"key":"9494_CR63","first-page":"23","volume":"8","author":"K Schermelleh-Engel","year":"2003","unstructured":"Schermelleh-Engel K, Moosbrugger H, M\u00fcller H. Evaluating the fit of structural equation models: tests of significance and descriptive goodness-of-fit measures. MPR-online. 2003;8:23\u201374.","journal-title":"MPR-online"},{"issue":"8","key":"9494_CR64","doi-asserted-by":"publisher","first-page":"231","DOI":"10.1108\/ITP-08-2021-0594","volume":"35","author":"M Merisalo","year":"2022","unstructured":"Merisalo M, Makkonen T. Bourdieusian e-capital perspective enhancing digital capital discussion in the realm of third level digital divide. Inf Technol People. 2022;35(8):231\u201352. https:\/\/doi.org\/10.1108\/ITP-08-2021-0594.","journal-title":"Inf Technol People"},{"issue":"4","key":"9494_CR65","doi-asserted-by":"publisher","first-page":"408","DOI":"10.1080\/03637750903310360","volume":"76","author":"AF Hayes","year":"2009","unstructured":"Hayes AF. Beyond Baron and Kenny: statistical mediation analysis in the new millennium. Commun Monogr. 2009;76(4):408\u201320. https:\/\/doi.org\/10.1080\/03637750903310360.","journal-title":"Commun Monogr"},{"issue":"2","key":"9494_CR66","doi-asserted-by":"publisher","first-page":"197","DOI":"10.1086\/651257","volume":"37","author":"X Zhao","year":"2010","unstructured":"Zhao X, Lynch JG Jr, Chen Q. Reconsidering Baron and Kenny: myths and truths about mediation analysis. J Consum Res. 2010;37(2):197\u2013206. https:\/\/doi.org\/10.1086\/651257.","journal-title":"J Consum Res"},{"issue":"4","key":"9494_CR67","doi-asserted-by":"publisher","first-page":"422","DOI":"10.1037\/1082-989X.7.4.422","volume":"7","author":"PE Shrout","year":"2002","unstructured":"Shrout PE, Bolger N. Mediation in experimental and nonexperimental studies: new procedures and recommendations. Psychol Methods. 2002;7(4):422\u201345. https:\/\/doi.org\/10.1037\/1082-989X.7.4.422.","journal-title":"Psychol Methods"},{"issue":"1","key":"9494_CR68","first-page":"44","volume":"35","author":"Z Xin","year":"2021","unstructured":"Xin Z, Wenli J. Non-agricultural employment, skill endowment of information tools and income gap of farmers. Econ Manag. 2021;35(1):44\u201353.","journal-title":"Econ Manag"},{"issue":"1","key":"9494_CR69","doi-asserted-by":"publisher","first-page":"82","DOI":"10.1108\/FS-09-2021-0184","volume":"25","author":"M Huda","year":"2023","unstructured":"Huda M. Towards digital access during pandemic age: better learning service or adaptation struggling? Foresight. 2023;25(1):82\u2013107. https:\/\/doi.org\/10.1108\/FS-09-2021-0184.","journal-title":"Foresight"},{"key":"9494_CR70","doi-asserted-by":"publisher","DOI":"10.3390\/su151914219","author":"Y Zhou","year":"2023","unstructured":"Zhou Y, Cai Z, Wang J. Digital rural construction and rural household entrepreneurship: evidence from China. Sustainability (Switzerland). 2023. https:\/\/doi.org\/10.3390\/su151914219.","journal-title":"Sustainability (Switzerland)."},{"key":"9494_CR71","doi-asserted-by":"publisher","DOI":"10.3390\/su151411159","author":"S Ji","year":"2023","unstructured":"Ji S, Zhuang J. the impact path of digital literacy on farmers\u2019 entrepreneurial performance: based on survey data in Jiangsu Province. Sustainability (Switzerland). 2023. https:\/\/doi.org\/10.3390\/su151411159.","journal-title":"Sustainability (Switzerland)."},{"key":"9494_CR72","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0288245","author":"Q Bai","year":"2023","unstructured":"Bai Q, Chen H, Zhou J, et al. Digital literacy and farmers\u2019 entrepreneurial behavior\u2014empirical analysis based on CHFS2019 micro data. PLoS ONE. 2023. https:\/\/doi.org\/10.1371\/journal.pone.0288245.","journal-title":"PLoS ONE"},{"key":"9494_CR73","doi-asserted-by":"publisher","DOI":"10.1016\/j.njas.2019.05.001","author":"M Ayre","year":"2019","unstructured":"Ayre M, Mc Collum V, Waters W, et al. Supporting and practising digital innovation with advisers in smart farming. NJAS-Wageningen J Life Sci. 2019. https:\/\/doi.org\/10.1016\/j.njas.2019.05.001.","journal-title":"NJAS-Wageningen J Life Sci."},{"key":"9494_CR74","doi-asserted-by":"publisher","first-page":"23","DOI":"10.1016\/j.compag.2017.09.037","volume":"143","author":"A Kamilaris","year":"2017","unstructured":"Kamilaris A, Kartakoullis A, Prenafeta-Boldu FX. A review on the practice of big data analysis in agriculture. Comput Electron Agric. 2017;143:23\u201337. https:\/\/doi.org\/10.1016\/j.compag.2017.09.037.","journal-title":"Comput Electron Agric"}],"container-title":["Discover Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10791-024-09494-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s10791-024-09494-x\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10791-024-09494-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,12,20]],"date-time":"2024-12-20T14:04:03Z","timestamp":1734703443000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s10791-024-09494-x"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,12,20]]},"references-count":74,"journal-issue":{"issue":"1","published-online":{"date-parts":[[2024,12]]}},"alternative-id":["9494"],"URL":"https:\/\/doi.org\/10.1007\/s10791-024-09494-x","relation":{},"ISSN":["2948-2992"],"issn-type":[{"value":"2948-2992","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,12,20]]},"assertion":[{"value":"20 May 2024","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"16 December 2024","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"20 December 2024","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"All procedures performed in studies involving human participants were in accordance with the 1964 Helsinki Declaration and its later amendments. The study was approved by the Party Committee of Haiyang Municipal Bureau of Statistics, China. Informed consent was obtained from all individual participants included in the study.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Ethics approval and consent to participate"}},{"value":"The authors declare no competing interests.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Competing interests"}}],"article-number":"52"}}