Integrated inferences: causal models for qualitative and mixed-method research
There is a growing consensus in the social sciences on the virtues of research strategies that combine quantitative with qualitative tools of inference. Integrated Inferences develops a framework for using causal models and Bayesian updating for qualitative and mixed-methods research. By making, upd...
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cambridge, United Kingdom ; New York, NY
Cambridge University Press
2023
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| Schriftenreihe: | Strategies for social inquiry
|
| Schlagworte: | |
| Online-Zugang: | DE-12 DE-91 DE-473 DE-19 Volltext |
| Zusammenfassung: | There is a growing consensus in the social sciences on the virtues of research strategies that combine quantitative with qualitative tools of inference. Integrated Inferences develops a framework for using causal models and Bayesian updating for qualitative and mixed-methods research. By making, updating, and querying causal models, researchers are able to integrate information from different data sources while connecting theory and empirics in a far more systematic and transparent manner than standard qualitative and quantitative approaches allow. This book provides an introduction to fundamental principles of causal inference and Bayesian updating and shows how these tools can be used to implement and justify inferences using within-case (process tracing) evidence, correlational patterns across many cases, or a mix of the two. The authors also demonstrate how causal models can guide research design, informing choices about which cases, observations, and mixes of methods will be most useful for addressing any given question |
| Beschreibung: | 1 Online-Ressource (xii, 422 Seiten) Illustrationen |
| ISBN: | 9781316718636 |
| DOI: | 10.1017/9781316718636 |
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| indexdate | 2024-07-20T06:08:58Z |
| institution | BVB |
| isbn | 9781316718636 |
| language | English |
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| physical | 1 Online-Ressource (xii, 422 Seiten) Illustrationen |
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| spelling | Humphreys, Macartan (DE-588)134051521 aut Integrated inferences causal models for qualitative and mixed-method research Macartan Humphreys, Alan M. Jacobs Cambridge, United Kingdom ; New York, NY Cambridge University Press 2023 1 Online-Ressource (xii, 422 Seiten) Illustrationen txt rdacontent c rdamedia cr rdacarrier Strategies for social inquiry There is a growing consensus in the social sciences on the virtues of research strategies that combine quantitative with qualitative tools of inference. Integrated Inferences develops a framework for using causal models and Bayesian updating for qualitative and mixed-methods research. By making, updating, and querying causal models, researchers are able to integrate information from different data sources while connecting theory and empirics in a far more systematic and transparent manner than standard qualitative and quantitative approaches allow. This book provides an introduction to fundamental principles of causal inference and Bayesian updating and shows how these tools can be used to implement and justify inferences using within-case (process tracing) evidence, correlational patterns across many cases, or a mix of the two. The authors also demonstrate how causal models can guide research design, informing choices about which cases, observations, and mixes of methods will be most useful for addressing any given question Qualitative research / Methodology Mixed methods research Social sciences / Methodology Social sciences / Research / Mathematical models Sozialwissenschaften (DE-588)4055916-6 gnd rswk-swf Forschungsmethode (DE-588)4155046-8 gnd rswk-swf Sozialwissenschaften (DE-588)4055916-6 s Forschungsmethode (DE-588)4155046-8 s DE-604 Jacobs, Alan M. (DE-588)1317822080 aut Erscheint auch als Druck-Ausgabe 978-1-107-16962-3 Erscheint auch als Druck-Ausgabe 978-1-316-62066-3 https://doi.org/10.1017/9781316718636 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Humphreys, Macartan Jacobs, Alan M. Integrated inferences causal models for qualitative and mixed-method research Qualitative research / Methodology Mixed methods research Social sciences / Methodology Social sciences / Research / Mathematical models Sozialwissenschaften (DE-588)4055916-6 gnd Forschungsmethode (DE-588)4155046-8 gnd |
| subject_GND | (DE-588)4055916-6 (DE-588)4155046-8 |
| title | Integrated inferences causal models for qualitative and mixed-method research |
| title_auth | Integrated inferences causal models for qualitative and mixed-method research |
| title_exact_search | Integrated inferences causal models for qualitative and mixed-method research |
| title_exact_search_txtP | Integrated inferences causal models for qualitative and mixed-method research |
| title_full | Integrated inferences causal models for qualitative and mixed-method research Macartan Humphreys, Alan M. Jacobs |
| title_fullStr | Integrated inferences causal models for qualitative and mixed-method research Macartan Humphreys, Alan M. Jacobs |
| title_full_unstemmed | Integrated inferences causal models for qualitative and mixed-method research Macartan Humphreys, Alan M. Jacobs |
| title_short | Integrated inferences |
| title_sort | integrated inferences causal models for qualitative and mixed method research |
| title_sub | causal models for qualitative and mixed-method research |
| topic | Qualitative research / Methodology Mixed methods research Social sciences / Methodology Social sciences / Research / Mathematical models Sozialwissenschaften (DE-588)4055916-6 gnd Forschungsmethode (DE-588)4155046-8 gnd |
| topic_facet | Qualitative research / Methodology Mixed methods research Social sciences / Methodology Social sciences / Research / Mathematical models Sozialwissenschaften Forschungsmethode |
| url | https://doi.org/10.1017/9781316718636 |
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