{"id":42613,"date":"2025-04-17T20:40:44","date_gmt":"2025-04-17T20:40:44","guid":{"rendered":"https:\/\/www.writemyessays.app\/blog\/questions\/ai-in-action-or-ai-inaction-a-qualitative-exploration-of-instructors-perceptions-of-ais-role-in-adult-learning\/"},"modified":"2025-04-17T20:40:44","modified_gmt":"2025-04-17T20:40:44","slug":"ai-in-action-or-ai-inaction-a-qualitative-exploration-of-instructors-perceptions-of-ais-role-in-adult-learning","status":"publish","type":"questions","link":"https:\/\/www.writemyessays.app\/blog\/questions\/ai-in-action-or-ai-inaction-a-qualitative-exploration-of-instructors-perceptions-of-ais-role-in-adult-learning\/","title":{"rendered":"AI in Action or AI Inaction? A Qualitative Exploration of Instructors&#8217; Perceptions of AI\u2019s Role in Adult Learning"},"content":{"rendered":"<p>I need Chapter 3 of my dissertation written using the document provided for Chapter 1 &amp; 2. In chapter 3, define the methodology, including research design, data collection and analysis plan. <\/p>\n<p><strong>Title: Methodology: Understanding Instructors&#8217; Perceptions of AI in Adult Learning<\/strong><\/p>\n<hr>\n<h2><strong>3.1 Introduction<\/strong> <em>(~1 page)<\/em><\/h2>\n<ul>\n<li> Briefly restate research purpose and questions. <\/li>\n<li> Explain why a qualitative case study approach is ideal for exploring perceptions of AI. <\/li>\n<li> Outline what the reader can expect in this chapter. <\/li>\n<\/ul>\n<hr>\n<h2><strong>3.2 Research Design<\/strong> <em>(~2 pages)<\/em><\/h2>\n<ul>\n<li> Define qualitative methodology and its relevance to exploratory research. <\/li>\n<li> Describe and justify the use of an <strong>interpretivist paradigm<\/strong> and <strong>case study method<\/strong> (Stake, Merriam, Yin). <\/li>\n<li> Bounded case: Laurus College instructors during AI adoption era. <\/li>\n<\/ul>\n<hr>\n<h2><strong>3.3 Theoretical and Conceptual Framework Alignment<\/strong> <em>(~1.5 pages)<\/em><\/h2>\n<ul>\n<li> Reiterate the dual framework:\n<ul>\n<li> <strong>Technology Acceptance Model (TAM)<\/strong> <\/li>\n<li> <strong>Constructivist Learning Theory<\/strong> <\/li>\n<\/ul>\n<\/li>\n<li> Connect how these frameworks shaped interview protocol, coding, and analysis. <\/li>\n<li> Show alignment with research questions. <\/li>\n<\/ul>\n<hr>\n<h2><strong>3.4 Research Questions<\/strong> <em>(~0.5 page)<\/em><\/h2>\n<p>List the two key questions:<\/p>\n<ol>\n<li> What are instructors&#8217; perceptions of generative AI in adult education, particularly in relation to the TAM model components (perceived usefulness, ease of use, and ethical considerations)? <\/li>\n<li> How do institutional factors influence instructors&#8217; attitudes toward AI integration in adult education settings? <\/li>\n<\/ol>\n<hr>\n<h2><strong>3.5 Role of the Researcher and Reflexivity<\/strong> <em>(~2 pages)<\/em><\/h2>\n<ul>\n<li> Detail your <strong>positionality<\/strong> as a digital learning researcher and external observer. <\/li>\n<li> Discuss strategies for managing bias: <strong>bracketing<\/strong>, <strong>reflexive journaling<\/strong>, and <strong>member checking<\/strong>. <\/li>\n<li> Explain how your background informs interpretation but does not guide outcomes. <\/li>\n<\/ul>\n<hr>\n<h2><strong>3.6 Research Setting and Context<\/strong> <em>(~1 page)<\/em><\/h2>\n<ul>\n<li> Describe Laurus College: mission, population (adult learners), and relevance to AI adoption. <\/li>\n<li> Summarize current state of AI integration efforts and institutional challenges. <\/li>\n<li> Situate the case within broader national AI-in-education trends. <\/li>\n<\/ul>\n<hr>\n<h2><strong>3.7 Sampling Strategy and Participant Selection<\/strong> <em>(~2 pages)<\/em><\/h2>\n<ul>\n<li> Justify <strong>purposive sampling<\/strong> of ~15 instructors. <\/li>\n<li> Include <strong>inclusion\/exclusion criteria<\/strong> (e.g., familiarity with AI, teaching adult learners). <\/li>\n<li> Describe recruitment procedures and rationale for sample size (data saturation). <\/li>\n<li> Highlight participant diversity: subject area, years of experience, AI exposure level. <\/li>\n<\/ul>\n<hr>\n<h2><strong>3.8 Data Collection Methods<\/strong> <em>(~3 pages)<\/em><\/h2>\n<h3>3.8.1 Semi-Structured Interviews<\/h3>\n<ul>\n<li> Explain rationale for semi-structured format. <\/li>\n<li> Interview logistics: 45\u201360 minutes, Zoom\/in-person, recorded and transcribed. <\/li>\n<li> Discuss use of sample questions (Appendix reference). <\/li>\n<li> Ethics: consent, anonymity, voluntary participation. <\/li>\n<\/ul>\n<h3>3.8.2 Document Analysis<\/h3>\n<ul>\n<li> Institutional materials: AI training docs, tech policies, faculty development materials. <\/li>\n<li> Triangulation with interview data to verify institutional support and alignment. <\/li>\n<li> Ethical considerations around document sourcing. <\/li>\n<\/ul>\n<hr>\n<h2><strong>3.9 Data Analysis Procedures<\/strong> <em>(~3 pages)<\/em><\/h2>\n<h3>3.9.1 Thematic Analysis Steps (Braun &amp; Clarke)<\/h3>\n<ul>\n<li> Familiarization with data <\/li>\n<li> Open coding (manual + software-assisted) <\/li>\n<li> Theme generation and categorization <\/li>\n<li> Theme review, definition, and naming <\/li>\n<li> Synthesis of findings using participant quotes <\/li>\n<\/ul>\n<h3>3.9.2 Connection to Frameworks<\/h3>\n<ul>\n<li> Map codes to TAM (PU, PEOU, ethics) and constructivist ideas (scaffolding, active learning). <\/li>\n<li> Address emergent vs a priori themes. <\/li>\n<\/ul>\n<hr>\n<h2><strong>3.10 Trustworthiness and Rigor<\/strong> <em>(~1.5 pages)<\/em><\/h2>\n<p>Following Lincoln &amp; Guba:<\/p>\n<ul>\n<li> <strong>Credibility:<\/strong> Member checks, triangulation <\/li>\n<li> <strong>Transferability:<\/strong> Rich, thick description of context and participants <\/li>\n<li> <strong>Dependability:<\/strong> Audit trail, codebook <\/li>\n<li> <strong>Confirmability:<\/strong> Reflexivity, researcher journaling <\/li>\n<\/ul>\n<hr>\n<h2><strong>3.11 Ethical Considerations<\/strong> <em>(~1.5 pages)<\/em><\/h2>\n<ul>\n<li> IRB approval process <\/li>\n<li> Informed consent procedures <\/li>\n<li> Anonymity and data protection (e.g., encrypted file storage) <\/li>\n<li> Right to withdraw at any time <\/li>\n<li> Minimizing psychological and reputational harm <\/li>\n<\/ul>\n<hr>\n<h2><strong>3.12 Researcher Assumptions<\/strong> <em>(~1 page)<\/em><\/h2>\n<ul>\n<li> Instructors have basic AI literacy <\/li>\n<li> Perceptions vary by discipline and experience <\/li>\n<li> Participants are honest and reflective <\/li>\n<li> Institutional support influences adoption <\/li>\n<li> Constructivism and TAM appropriately frame AI integration issues <\/li>\n<\/ul>\n<hr>\n<h2><strong>3.13 Limitations and Delimitations<\/strong> <em>(~1 page)<\/em><\/h2>\n<ul>\n<li> Focused on one institution (Laurus College) <\/li>\n<li> Instructor-only viewpoint (excludes student perspectives) <\/li>\n<li> Generative AI emphasis (excludes predictive AI) <\/li>\n<li> May not generalize to non-profit or public higher ed contexts <\/li>\n<\/ul>\n<hr>\n<h2><strong>3.14 Chapter Summary and Transition<\/strong> <em>(~0.5 pages)<\/em><\/h2>\n<ul>\n<li> Recap methodology and reinforce credibility of design <\/li>\n<li> Preview transition to Chapter 4: Data Presentation and Analysis <\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>I need Chapter 3 of my dissertation written using the document provided for Chapter 1 &amp; 2. In chapter 3, define the methodology, including research design, data collection and analysis plan. Title: Methodology: Understanding Instructors&#8217; Perceptions of AI in Adult Learning 3.1 Introduction (~1 page) Briefly restate research purpose and questions. Explain why a qualitative [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"closed","template":"","meta":[],"disciplines":[25],"paper_types":[],"tagged":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/questions\/42613"}],"collection":[{"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/questions"}],"about":[{"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/types\/questions"}],"author":[{"embeddable":true,"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/comments?post=42613"}],"version-history":[{"count":0,"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/questions\/42613\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/media?parent=42613"}],"wp:term":[{"taxonomy":"disciplines","embeddable":true,"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/disciplines?post=42613"},{"taxonomy":"paper_types","embeddable":true,"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/paper_types?post=42613"},{"taxonomy":"tagged","embeddable":true,"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/tagged?post=42613"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}