{"id":1137204,"date":"2025-04-21T12:55:34","date_gmt":"2025-04-21T19:55:34","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/?post_type=msr-research-item&#038;p=1137204"},"modified":"2025-04-23T13:24:58","modified_gmt":"2025-04-23T20:24:58","slug":"new-employee-copilot-usage-insights-into-productivity-and-socialization","status":"publish","type":"msr-research-item","link":"https:\/\/www.microsoft.com\/en-us\/research\/publication\/new-employee-copilot-usage-insights-into-productivity-and-socialization\/","title":{"rendered":"New employee Copilot usage: Insights into productivity and socialization"},"content":{"rendered":"<p><span data-contrast=\"auto\">This report summarizes a mixed-methods study examining how a new generation of employees interacts with the generative AI assistant Microsoft Copilot for productivity when acclimating to a professional environment. Through a series of surveys, interviews, and a diary study, 125 Microsoft interns in a variety of roles provided insights into their usage and effects of Copilot in their new-employee roles.<\/span><span data-ccp-props=\"{\"335559685\":720,\"335559737\":720}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Top findings:<\/span><span data-ccp-props=\"{\"335559685\":720,\"335559737\":720,\"335559739\":120}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"7\" data-list-defn-props=\"{\"335552541\":1,\"335559685\":1440,\"335559991\":360,\"469769226\":\"Symbol\",\"469769242\":[8226],\"469777803\":\"left\",\"469777804\":\"\uf0b7\",\"469777815\":\"hybridMultilevel\"}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">We observed an association between frequency of Copilot use and workplace integration. Interns who used Copilot more frequently felt better socialized and identified with their teams more strongly.\u00a0<\/span><span data-ccp-props=\"{\"335559737\":720,\"335559739\":0}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"7\" data-list-defn-props=\"{\"335552541\":1,\"335559685\":1440,\"335559991\":360,\"469769226\":\"Symbol\",\"469769242\":[8226],\"469777803\":\"left\",\"469777804\":\"\uf0b7\",\"469777815\":\"hybridMultilevel\"}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">Greater usage of Copilot correlated with an increasingly favorable perception of the AI assistant.<\/span><span data-ccp-props=\"{\"335559737\":720,\"335559739\":0}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"7\" data-list-defn-props=\"{\"335552541\":1,\"335559685\":1440,\"335559991\":360,\"469769226\":\"Symbol\",\"469769242\":[8226],\"469777803\":\"left\",\"469777804\":\"\uf0b7\",\"469777815\":\"hybridMultilevel\"}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">The most frequent and valued Copilot use cases were Information retrieval, writing assistance, and coding assistance.<\/span><span data-ccp-props=\"{\"335559737\":720,\"335559739\":0}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"7\" data-list-defn-props=\"{\"335552541\":1,\"335559685\":1440,\"335559991\":360,\"469769226\":\"Symbol\",\"469769242\":[8226],\"469777803\":\"left\",\"469777804\":\"\uf0b7\",\"469777815\":\"hybridMultilevel\"}\" data-aria-posinset=\"4\" data-aria-level=\"1\"><span data-contrast=\"auto\">Participants highlighted multiple ways in which Copilot helped their productivity: (1) the benefit of seamless access to an AI assistant integrated across their work apps in the M365 suite; and Copilot capabilities that (2) helped new employees save time to focus on their primary responsibilities, (3) aided their getting \u201cunstuck\u201d on tasks, (4) stimulated creativity, and (5) served as a nonjudgmental assistant as they adapted to their new professional environment.\u00a0<\/span><span data-ccp-props=\"{\"335559737\":720,\"335559739\":0}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"7\" data-list-defn-props=\"{\"335552541\":1,\"335559685\":1440,\"335559991\":360,\"469769226\":\"Symbol\",\"469769242\":[8226],\"469777803\":\"left\",\"469777804\":\"\uf0b7\",\"469777815\":\"hybridMultilevel\"}\" data-aria-posinset=\"5\" data-aria-level=\"1\"><span data-contrast=\"auto\">Interns learned how to use Copilot by trial and error, picking up tips from peers, or accessing training documentation and resources.\u00a0<\/span><span data-ccp-props=\"{\"335559737\":720,\"335559739\":0}\">\u00a0<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>Cite as:<\/p>\n<div class=\"csl-bib-body\">\n<div class=\"csl-entry\">\n<div class=\"csl-left-margin\">\n<div class=\"csl-bib-body\">\n<div class=\"csl-entry\">\n<div class=\"csl-bib-body\">\n<div class=\"csl-entry\">Vorvoreanu, M., Graham, S., Heger, A., Dhanorkar, S., & Walker, K. (2025). <i>New employee Copilot usage: Insights into productivity and socialization. <\/i>Microsoft Technical Report MSR-TR-2025-24. <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/publication\/new-employee-copilot-usage-insights-into-productivity-and-socialization\/\">https:\/\/www.microsoft.com\/en-us\/research\/publication\/new-employee-copilot-usage-insights-into-productivity-and-socialization\/<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>This report summarizes a mixed-methods study examining how a new generation of employees interacts with the generative AI assistant Microsoft Copilot for productivity when acclimating to a professional environment. Through a series of surveys, interviews, and a diary study, 125 Microsoft interns in a variety of roles provided insights into their usage and effects of 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