{"id":25006,"date":"2020-12-23T02:30:40","date_gmt":"2020-12-23T02:30:40","guid":{"rendered":"http:\/\/enterprisesocialmedia.org\/test\/career\/?page_id=25006"},"modified":"2021-01-05T20:40:29","modified_gmt":"2021-01-05T20:40:29","slug":"resources","status":"publish","type":"page","link":"https:\/\/enterprisesocialmedia.org\/career\/resources\/","title":{"rendered":"Resources"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"25006\" class=\"elementor elementor-25006\" data-elementor-settings=\"[]\">\n\t\t\t\t\t\t<div class=\"elementor-inner\">\n\t\t\t\t\t\t\t<div class=\"elementor-section-wrap\">\n\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5254d02b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5254d02b\" data-element_type=\"section\" id=\"top\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7ebae91b\" data-id=\"7ebae91b\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-29dee962 elementor-widget elementor-widget-heading\" data-id=\"29dee962\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Resources<\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-62c03264 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"62c03264\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3d4776aa\" data-id=\"3d4776aa\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-191f89e1 elementor-widget elementor-widget-heading\" data-id=\"191f89e1\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Peer-Reviewed Conference and Journal Articles<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4e4105ee elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"4e4105ee\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e50f802 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e50f802\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-70233b1\" data-id=\"70233b1\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4b3199b elementor-widget elementor-widget-heading\" data-id=\"4b3199b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Enterprise Social Media Use in Classroom Team Projects: a Mixed-Methods Exploration of the Effects of Affordances on Team Productivity and Use<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-16e0705 elementor-widget elementor-widget-heading\" data-id=\"16e0705\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Cherchiglia, L., Van Osch, W., Liang, Y. &amp; Averkiadi, E.&nbsp;\t&nbsp;\u2022&nbsp;&nbsp;2021<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3e45acc elementor-widget elementor-widget-heading\" data-id=\"3e45acc\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Human-Computer Interaction International, Washington DC, USA.<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bb1045a elementor-widget elementor-widget-heading\" data-id=\"bb1045a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">(Forthcoming)<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ff65f8b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ff65f8b\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-bcc64ff\" data-id=\"bcc64ff\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d86d013 elementor-widget elementor-widget-heading\" data-id=\"d86d013\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">An Exploration of the Effects of Enterprise Social Media Use for Classroom Teams<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1dc44ef elementor-widget elementor-widget-heading\" data-id=\"1dc44ef\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Cherchiglia, L., Van Osch, W., Liang, Y. & Averkiadi, E.&nbsp;\t&nbsp;\u2022&nbsp;&nbsp;2020<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-985e84b elementor-widget elementor-widget-heading\" data-id=\"985e84b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Proceedings of the 19th Annual Pre-ICIS Workshop on HCI Research in MIS (Pre-ICIS SIGHCI 2020). <\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2fd6ab5 elementor-widget elementor-widget-heading\" data-id=\"2fd6ab5\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Abstract<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2850e33 elementor-widget elementor-widget-text-editor\" data-id=\"2850e33\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-text-editor elementor-clearfix\"><div class=\"hlFld-Abstract test\"><div class=\"abstractSection abstractInFull\"><div class=\"hlFld-Abstract\"><div class=\"abstractSection abstractInFull\"><div class=\"hlFld-Abstract test\"><div class=\"abstractSection abstractInFull\"><div id=\"abstract\" class=\"element\"><div id=\"abstract\" class=\"element\"><div class=\"hlFld-Abstract\"><div class=\"abstractSection abstractInFull\"><p>This paper explores the adoption of Microsoft Teams, a group-based Enterprise Social Media (ESM) tool, in the context of a hybrid Information Technology Management undergraduate course from a large midwestern university. With the primary goal of providing insights into the use and design of tools for group-based educational settings, we constructed a model to reflect our expectations that core ESM affordances would enhance students\u2019 perceptions of Microsoft Teams\u2019 functionality and efficiency, which in turn would increase both students\u2019 perceptions of group productivity and students\u2019 actual usage of Microsoft Teams for communication purposes. In our model we used three core ESM affordances from Treem and Leonardi (2013), namely editability (i.e., information can be created and\/or edited after creation, usually in a collaborative fashion), persistence (i.e., information is stored permanently), and visibility (i.e., information is visible to other users).<\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-75bb51f elementor-align-left elementor-widget elementor-widget-button\" data-id=\"75bb51f\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a href=\"http:\/\/enterprisesocialmedia.org\/career\/wp-content\/uploads\/sites\/3\/2020\/12\/An-Exploration-of-the-Effects-of-Enterprise-Social-Media-Use-for.pdf\" target=\"_blank\" class=\"elementor-button-link elementor-button elementor-size-xs\" role=\"button\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon elementor-align-icon-left\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-down\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Download Article<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-507dc78 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"507dc78\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-03adddf\" data-id=\"03adddf\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-484d803 elementor-widget elementor-widget-heading\" data-id=\"484d803\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Idea Generation in Enterprise Social Media: Open versus Closed Groups and Their Network Structures<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-362794f elementor-widget elementor-widget-heading\" data-id=\"362794f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Wietske Van Osch, Burcu Bulgurcu&nbsp;\t&nbsp;\u2022&nbsp;&nbsp;2020<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f032bb1 elementor-widget elementor-widget-heading\" data-id=\"f032bb1\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Journal of Management Information Systems, 37(4), 904-932. FT50, Impact Factor: 3.775; ranked 3rd in Information Systems.<br>DOI: <u><a href=\"https:\/\/doi.org\/10.1080\/07421222.2020.1831760\">10.1080\/07421222.2020.1831760<\/a><\/u><\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-36ff53e elementor-widget elementor-widget-heading\" data-id=\"36ff53e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Abstract<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1c538bb elementor-widget elementor-widget-text-editor\" data-id=\"1c538bb\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-text-editor elementor-clearfix\"><div class=\"hlFld-Abstract test\"><div class=\"abstractSection abstractInFull\"><div class=\"hlFld-Abstract\"><div class=\"abstractSection abstractInFull\"><div class=\"hlFld-Abstract test\"><div class=\"abstractSection abstractInFull\"><div id=\"abstract\" class=\"element\"><div id=\"abstract\" class=\"element\"><div class=\"hlFld-Abstract\"><div class=\"abstractSection abstractInFull\"><p>Social network theory has produced conflicting results regarding the link between different social network structures\u2014bridging versus bonding\u2014and idea generation. To address this conundrum, we conduct a naturally occurring quasi-experiment of 126 open and 108 closed groups within an Enterprise Social Media (ESM) system of a multinational enterprise. Our findings show that idea generation occurs when the type of social network structure\u2014bridging or bonding\u2014is matched to a group\u2019s openness or closedness, respectively. We further show that the reverse is counterproductive: when closed groups display bridging ties and open groups display bonding ties, idea generation is significantly undermined. Theoretically, these findings clarify the conditions and mechanisms by which both bridging and bonding can result in idea generation and provide a deeper understanding of the use of ESM for idea generation. Practically, our findings provide valuable and actionable insights regarding the use of ESM for idea generation in groups.<\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-29c8620 elementor-align-left elementor-widget elementor-widget-button\" data-id=\"29c8620\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a href=\"http:\/\/enterprisesocialmedia.org\/career\/wp-content\/uploads\/sites\/3\/2020\/12\/Idea-Generation-in-Enterprise-Social-Media-Open-versus-Closed-Groups-and-Their-Network-Structures.pdf\" target=\"_blank\" class=\"elementor-button-link elementor-button elementor-size-xs\" role=\"button\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon elementor-align-icon-left\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-down\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Download Article<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-df7ef60 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"df7ef60\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4cbb021\" data-id=\"4cbb021\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7c5b7dc5 elementor-widget elementor-widget-heading\" data-id=\"7c5b7dc5\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\nInvestigating Linguistic Indicators of Generative Content in Enterprise Social Media\n<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fe1ccc5 elementor-widget elementor-widget-heading\" data-id=\"fe1ccc5\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Elisavet Averkiad, Wietske Van Osch, Yuyang Liang&nbsp;\t&nbsp;\u2022&nbsp;&nbsp;2020<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-495254f9 elementor-widget elementor-widget-heading\" data-id=\"495254f9\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">International Conference on Human-Computer Interaction, <br>DOI: <u><a href=\"https:\/\/doi.org\/10.1007\/978-3-030-50341-3_23\">10.1007\/978-3-030-50341-3_23<\/a><\/u><\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1c25621d elementor-widget elementor-widget-heading\" data-id=\"1c25621d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Abstract<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f6a86d0 elementor-widget elementor-widget-text-editor\" data-id=\"f6a86d0\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-text-editor elementor-clearfix\"><div class=\"hlFld-Abstract\"><div class=\"abstractSection abstractInFull\"><div class=\"hlFld-Abstract test\"><div class=\"abstractSection abstractInFull\"><section id=\"Abs1\" class=\"Abstract\" lang=\"en\" tabindex=\"-1\"><p id=\"Par1\" class=\"Para\">Teamwork is at the heart of most organizations today. Given increased pressures for organizations to be flexible, and adaptable, teams are organizing in novel ways, using novel technologies to be increasingly agile. One of these technologies that are increasingly used by distributed teams is Enterprise Social Media (ESM): web-based applications utilized by organizations for enabling communication and collaboration between distributed employees. ESM feature unique affordances that facilitate collaboration, including interactions that are generative: group conversations that entail the creation of innovative concepts and resolutions. These types of interactions are an important attraction for companies deciding to implement ESM. There is a unique opportunity offered for researchers in the field of HCI to study such generative interactions, as all contributions to an ESM platform are made visible, and therefore are available for analysis. Our goal in this preliminary study is to understand the nature of group generative interactions through their linguistic indicators. In this study, we utilize data from an ESM platform used by a multinational organization. Using a 1% sub sample of all logged group interactions, we apply machine-learning to classify text as generative or non-generative and extract the linguistic antecedents for the classified generative content. Our results show a promising method for investigating the linguistic indicators of generative content and provide a proof of concept for investigating group interactions in unobtrusive ways. Additionally, our results would also be able to provide an analytics tool for managers to measure the extent to which text-based tools, such as ESM, effectively nudge employees towards generative behaviors.<\/p><\/section><\/div><\/div><\/div><\/div><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6732d2e2 elementor-align-left elementor-widget elementor-widget-button\" data-id=\"6732d2e2\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a href=\"http:\/\/enterprisesocialmedia.org\/test\/chs-small\/wp-content\/uploads\/sites\/2\/2020\/12\/The-Rise-of-the-Promoters-User-Classes-and-Contribution-Patterns-in-Enterprise-Social-Media.pdf\" target=\"_blank\" class=\"elementor-button-link elementor-button elementor-size-xs\" role=\"button\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon elementor-align-icon-left\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"far fa-file-alt\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t<span class=\"elementor-button-text\">See Paper<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4a7a7c92 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4a7a7c92\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-73e6bd67\" data-id=\"73e6bd67\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-26e5de12 elementor-widget elementor-widget-heading\" data-id=\"26e5de12\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Developing a Method for Identifying Instances of Group Generative Interactions in Enterprise Social Media<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fb4fb2b elementor-widget elementor-widget-heading\" data-id=\"fb4fb2b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Elisavet Averkiad, Wietske Van Osch, Yuyang Liang&nbsp;\t&nbsp;\u2022&nbsp;&nbsp;2019<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-743c6ea elementor-widget elementor-widget-heading\" data-id=\"743c6ea\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Eighteenth Annual Pre-ICIS Workshop on HCI Research in MIS<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3e513f1 elementor-widget elementor-widget-heading\" data-id=\"3e513f1\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Abstract<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-23e858bb elementor-widget elementor-widget-text-editor\" data-id=\"23e858bb\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-text-editor elementor-clearfix\"><div class=\"hlFld-Abstract test\"><div class=\"abstractSection abstractInFull\"><div class=\"hlFld-Abstract test\"><div class=\"abstractSection abstractInFull\"><div class=\"hlFld-Abstract\"><div class=\"abstractSection abstractInFull\"><p>Companies hold particular interest in group generative interactions &#8211; the conception of novel ideas and solutions through group exchanges. They are a root-cause of innovation and thus are important to companies\u2019 survival. Enterprise Social Media (ESM) offer a unique opportunity to study generative group interactions, due to the transparent nature of activities on these platforms. In this research-in-progress paper, we conduct a preliminary analysis to develop a method that could identify the instances of ESM-based generative group interactions, where we focus on distinguishing generative versus nongenerative group interactions. To do this, we used the text\u00a0 from all group interactions from an ESM platform of a multinational organization. We implemented machine learning models to learn and classify the text as generative or non-generative. As a result, we produced the top important term features from the best performing model. These features will help us understand the nature of discussions that occur in these interactions in future studies.<\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-59c43f4c elementor-align-left elementor-widget elementor-widget-button\" data-id=\"59c43f4c\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a href=\"http:\/\/enterprisesocialmedia.org\/career\/wp-content\/uploads\/sites\/3\/2020\/12\/RiPPaper2.pdf\" target=\"_blank\" class=\"elementor-button-link elementor-button elementor-size-xs\" role=\"button\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon elementor-align-icon-left\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-down\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Download Article<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-50c45570 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"50c45570\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-35c775e9\" data-id=\"35c775e9\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6c3750cd elementor-widget elementor-widget-heading\" data-id=\"6c3750cd\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">The Effects of Group Visibility on Social Capital Formation in Enterprise Social Media<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-34367448 elementor-widget elementor-widget-heading\" data-id=\"34367448\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Wietske Van Osch, Burcu Bulgurcu, Ann Majchrzak&nbsp;\t&nbsp;\u2022&nbsp;&nbsp;2018<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ac5a634 elementor-widget elementor-widget-heading\" data-id=\"3ac5a634\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">European Conference on Information Systems (ECIS) Proceedings<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4c8979b7 elementor-widget elementor-widget-heading\" data-id=\"4c8979b7\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Abstract<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-51b75030 elementor-widget elementor-widget-text-editor\" data-id=\"51b75030\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-text-editor elementor-clearfix\"><div class=\"hlFld-Abstract test\"><div class=\"abstractSection abstractInFull\"><div class=\"hlFld-Abstract\"><div class=\"abstractSection abstractInFull\"><div class=\"hlFld-Abstract test\"><div class=\"abstractSection abstractInFull\"><div id=\"abstract\" class=\"element\"><div id=\"abstract\" class=\"element\"><p>ESM have created new opportunities for groups of individuals to create networks of connections, including previously unknown others inside the same organization. The formation of social capital in the context of ESM is inherently affected by the visibility affordance of these tools, resulting in either visible or invisible groups. As such, ESM offered a unique opportunity to assess the effects of visibility on group processes, specifically in the context of social capital formation. Given that past research has had a strong positivity bias with respect to the role of visibility on organizational processes, we developed and validated a framework that incorporated both visibility and invisibility and suggested that social capital formation can emerge within both visible and invisible groups, yet, that the exact form of social capital\u2014i.e., bonding or bridging\u2014are shaped by the visibility settings of the group and the level of discussions ongoing in the group. Therefore, as researchers of ESM technologies, we must be cautious in generalizing about the unequivocal effects of visibility and instead must be sensitive to the idiosyncrasies of visible versus invisible groups and their emergent network structures. Implications for theory and practice are discussed.<\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-14ddfaa4 elementor-align-left elementor-widget elementor-widget-button\" data-id=\"14ddfaa4\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a href=\"http:\/\/enterprisesocialmedia.org\/career\/wp-content\/uploads\/sites\/3\/2020\/12\/The-Effects-of-Group-Visibility-on-Social-Capital-Formation-in-En.pdf\" target=\"_blank\" class=\"elementor-button-link elementor-button elementor-size-xs\" role=\"button\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon elementor-align-icon-left\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-down\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Download Article<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-67a88da5 elementor-hidden-phone elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"67a88da5\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-738a1d9a\" data-id=\"738a1d9a\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8883374 elementor-widget elementor-widget-spacer\" data-id=\"8883374\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7f6794ab elementor-hidden-desktop elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7f6794ab\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-55911ef0\" data-id=\"55911ef0\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-614c2a8c elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"614c2a8c\" data-element_type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<a class=\"elementor-icon\" href=\"#top\">\n\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-circle-up\"><\/i>\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Resources Peer-Reviewed Conference and Journal Articles Enterprise Social Media Use in Classroom Team Projects: a Mixed-Methods Exploration of the Effects of Affordances on Team Productivity and Use Cherchiglia, L., Van Osch, W., Liang, Y. &amp; Averkiadi, E.&nbsp; &nbsp;\u2022&nbsp;&nbsp;2021 Human-Computer Interaction International, Washington DC, USA. (Forthcoming) An Exploration of the Effects of Enterprise Social Media Use &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/enterprisesocialmedia.org\/career\/resources\/\"> <span class=\"screen-reader-text\">Resources<\/span> Read More &raquo;<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-25006","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/enterprisesocialmedia.org\/career\/wp-json\/wp\/v2\/pages\/25006","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/enterprisesocialmedia.org\/career\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/enterprisesocialmedia.org\/career\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/enterprisesocialmedia.org\/career\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/enterprisesocialmedia.org\/career\/wp-json\/wp\/v2\/comments?post=25006"}],"version-history":[{"count":37,"href":"https:\/\/enterprisesocialmedia.org\/career\/wp-json\/wp\/v2\/pages\/25006\/revisions"}],"predecessor-version":[{"id":25205,"href":"https:\/\/enterprisesocialmedia.org\/career\/wp-json\/wp\/v2\/pages\/25006\/revisions\/25205"}],"wp:attachment":[{"href":"https:\/\/enterprisesocialmedia.org\/career\/wp-json\/wp\/v2\/media?parent=25006"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}