{"id":"W2131919497","doi":"10.46743/2160-3715/2008.1573","title":"Qualitative Case Study Methodology: Study Design and Implementation for Novice Researchers","year":2015,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":7550,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Triangulation; Qualitative research; Management science; Research design; Computer science; Case study research; Research methodology; Data science; Knowledge management; Sociology; Engineering; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1395169,0.001178835,0.001356795,0.003656315,0.004755001,0.005593115,0.004187669,0.002652007,0.01701952],"category_scores_gemma":[0.1151826,0.001468114,0.001108504,0.004257099,0.006675815,0.004224296,0.008828755,0.004264756,0.003432743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004609559,"about_ca_system_score_gemma":0.01761199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001492569,"about_ca_topic_score_gemma":0.003030575,"domain_scores_codex":[0.8864118,0.09806681,0.004417793,0.003181301,0.006865407,0.001056882],"domain_scores_gemma":[0.8682104,0.09041718,0.004677092,0.01373183,0.02015615,0.002807281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004563491,0.001104541,0.002700291,0.01144486,0.0001061068,0.000780899,0.1239884,0.002827397,0.005744999,0.1732373,0.04995784,0.6276511],"study_design_scores_gemma":[0.001026852,0.001878762,0.003228569,0.01394936,0.0001515055,0.001181553,0.07605444,0.009204994,0.009455321,0.178984,0.7044709,0.000413748],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.009989618,0.00114372,0.857756,0.006793957,0.0009081948,0.09690518,0.0009715777,0.0007072165,0.0248245],"genre_scores_gemma":[0.02070194,0.000699402,0.8985174,0.0009686003,0.0001085269,0.07641632,0.0001843798,0.00009755229,0.002305907],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1395169,"threshold_uncertainty_score":0.7378446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9849313370882364,"score_gpt":0.8747470444738147,"score_spread":0.1101842926144218,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}