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:
Beteiligte Personen: | , |
---|---|
Format: | Elektronisch E-Book |
Sprache: | Englisch |
Veröffentlicht: |
Cambridge, United Kingdom ; New York, NY
Cambridge University Press
2023
|
Schriftenreihe: | Strategies for social inquiry
|
Schlagwörter: | |
Links: | https://doi.org/10.1017/9781316718636 https://doi.org/10.1017/9781316718636 https://doi.org/10.1017/9781316718636 https://doi.org/10.1017/9781316718636 https://doi.org/10.1017/9781316718636 |
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 |
Umfang: | 1 Online-Ressource (xii, 422 Seiten) Illustrationen |
ISBN: | 9781316718636 |
DOI: | 10.1017/9781316718636 |
Internformat
MARC
LEADER | 00000nam a2200000zc 4500 | ||
---|---|---|---|
001 | BV049569845 | ||
003 | DE-604 | ||
005 | 20240614 | ||
007 | cr|uuu---uuuuu | ||
008 | 240214s2023 xx a||| o|||| 00||| eng d | ||
020 | |a 9781316718636 |c Online |9 978-1-316-71863-6 | ||
024 | 7 | |a 10.1017/9781316718636 |2 doi | |
035 | |a (ZDB-20-CBO)CR9781316718636 | ||
035 | |a (OCoLC)1424568181 | ||
035 | |a (DE-599)BVBBV049569845 | ||
040 | |a DE-604 |b ger |e rda | ||
041 | 0 | |a eng | |
049 | |a DE-12 |a DE-473 |a DE-91 |a DE-19 | ||
082 | 0 | |a 001.4/2 | |
084 | |a MR 2000 |0 (DE-625)123487: |2 rvk | ||
084 | |a SOZ 700 |2 stub | ||
100 | 1 | |a Humphreys, Macartan |0 (DE-588)134051521 |4 aut | |
245 | 1 | 0 | |a Integrated inferences |b causal models for qualitative and mixed-method research |c Macartan Humphreys, Alan M. Jacobs |
264 | 1 | |a Cambridge, United Kingdom ; New York, NY |b Cambridge University Press |c 2023 | |
300 | |a 1 Online-Ressource (xii, 422 Seiten) |b Illustrationen | ||
336 | |b txt |2 rdacontent | ||
337 | |b c |2 rdamedia | ||
338 | |b cr |2 rdacarrier | ||
490 | 0 | |a Strategies for social inquiry | |
520 | |a 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 | ||
650 | 4 | |a Qualitative research / Methodology | |
650 | 4 | |a Mixed methods research | |
650 | 4 | |a Social sciences / Methodology | |
650 | 4 | |a Social sciences / Research / Mathematical models | |
650 | 0 | 7 | |a Sozialwissenschaften |0 (DE-588)4055916-6 |2 gnd |9 rswk-swf |
650 | 0 | 7 | |a Forschungsmethode |0 (DE-588)4155046-8 |2 gnd |9 rswk-swf |
689 | 0 | 0 | |a Sozialwissenschaften |0 (DE-588)4055916-6 |D s |
689 | 0 | 1 | |a Forschungsmethode |0 (DE-588)4155046-8 |D s |
689 | 0 | |5 DE-604 | |
700 | 1 | |a Jacobs, Alan M. |0 (DE-588)1317822080 |4 aut | |
776 | 0 | 8 | |i Erscheint auch als |n Druck-Ausgabe |z 978-1-107-16962-3 |
776 | 0 | 8 | |i Erscheint auch als |n Druck-Ausgabe |z 978-1-316-62066-3 |
856 | 4 | 0 | |u https://doi.org/10.1017/9781316718636 |x Verlag |z URL des Erstveröffentlichers |3 Volltext |
912 | |a ZDB-20-CBO | ||
943 | 1 | |a oai:aleph.bib-bvb.de:BVB01-034915066 | |
966 | e | |u https://doi.org/10.1017/9781316718636 |l DE-12 |p ZDB-20-CBO |q BSB_PDA_CBO |x Verlag |3 Volltext | |
966 | e | |u https://doi.org/10.1017/9781316718636 |l DE-91 |p ZDB-20-CBO |q TUM_Einzelkauf_2024 |x Verlag |3 Volltext | |
966 | e | |u https://doi.org/10.1017/9781316718636 |l DE-473 |p ZDB-20-CBO |q UBG_PDA_CBO |x Verlag |3 Volltext | |
966 | e | |u https://doi.org/10.1017/9781316718636 |l DE-19 |p ZDB-20-CBO |q UBM_PDA_CBO_Kauf_2024 |x Verlag |3 Volltext |
Datensatz im Suchindex
DE-BY-TUM_katkey | 2788558 |
---|---|
_version_ | 1821936781194428417 |
any_adam_object | |
author | Humphreys, Macartan Jacobs, Alan M. |
author_GND | (DE-588)134051521 (DE-588)1317822080 |
author_facet | Humphreys, Macartan Jacobs, Alan M. |
author_role | aut aut |
author_sort | Humphreys, Macartan |
author_variant | m h mh a m j am amj |
building | Verbundindex |
bvnumber | BV049569845 |
classification_rvk | MR 2000 |
classification_tum | SOZ 700 |
collection | ZDB-20-CBO |
ctrlnum | (ZDB-20-CBO)CR9781316718636 (OCoLC)1424568181 (DE-599)BVBBV049569845 |
dewey-full | 001.4/2 |
dewey-hundreds | 000 - Computer science, information, general works |
dewey-ones | 001 - Knowledge |
dewey-raw | 001.4/2 |
dewey-search | 001.4/2 |
dewey-sort | 11.4 12 |
dewey-tens | 000 - Computer science, information, general works |
discipline | Allgemeines Soziologie |
doi_str_mv | 10.1017/9781316718636 |
format | Electronic eBook |
fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>03428nam a2200553zc 4500</leader><controlfield tag="001">BV049569845</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">20240614 </controlfield><controlfield tag="007">cr|uuu---uuuuu</controlfield><controlfield tag="008">240214s2023 xx a||| o|||| 00||| eng d</controlfield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9781316718636</subfield><subfield code="c">Online</subfield><subfield code="9">978-1-316-71863-6</subfield></datafield><datafield tag="024" ind1="7" ind2=" "><subfield code="a">10.1017/9781316718636</subfield><subfield code="2">doi</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(ZDB-20-CBO)CR9781316718636</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)1424568181</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)BVBBV049569845</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-604</subfield><subfield code="b">ger</subfield><subfield code="e">rda</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-12</subfield><subfield code="a">DE-473</subfield><subfield code="a">DE-91</subfield><subfield code="a">DE-19</subfield></datafield><datafield tag="082" ind1="0" ind2=" "><subfield code="a">001.4/2</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">MR 2000</subfield><subfield code="0">(DE-625)123487:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">SOZ 700</subfield><subfield code="2">stub</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Humphreys, Macartan</subfield><subfield code="0">(DE-588)134051521</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Integrated inferences</subfield><subfield code="b">causal models for qualitative and mixed-method research</subfield><subfield code="c">Macartan Humphreys, Alan M. Jacobs</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Cambridge, United Kingdom ; New York, NY</subfield><subfield code="b">Cambridge University Press</subfield><subfield code="c">2023</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">1 Online-Ressource (xii, 422 Seiten)</subfield><subfield code="b">Illustrationen</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="b">c</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="b">cr</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="490" ind1="0" ind2=" "><subfield code="a">Strategies for social inquiry</subfield></datafield><datafield tag="520" ind1=" " ind2=" "><subfield code="a">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</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Qualitative research / Methodology</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Mixed methods research</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Social sciences / Methodology</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Social sciences / Research / Mathematical models</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Sozialwissenschaften</subfield><subfield code="0">(DE-588)4055916-6</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Forschungsmethode</subfield><subfield code="0">(DE-588)4155046-8</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="689" ind1="0" ind2="0"><subfield code="a">Sozialwissenschaften</subfield><subfield code="0">(DE-588)4055916-6</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="1"><subfield code="a">Forschungsmethode</subfield><subfield code="0">(DE-588)4155046-8</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2=" "><subfield code="5">DE-604</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Jacobs, Alan M.</subfield><subfield code="0">(DE-588)1317822080</subfield><subfield code="4">aut</subfield></datafield><datafield tag="776" ind1="0" ind2="8"><subfield code="i">Erscheint auch als</subfield><subfield code="n">Druck-Ausgabe</subfield><subfield code="z">978-1-107-16962-3</subfield></datafield><datafield tag="776" ind1="0" ind2="8"><subfield code="i">Erscheint auch als</subfield><subfield code="n">Druck-Ausgabe</subfield><subfield code="z">978-1-316-62066-3</subfield></datafield><datafield tag="856" ind1="4" ind2="0"><subfield code="u">https://doi.org/10.1017/9781316718636</subfield><subfield code="x">Verlag</subfield><subfield code="z">URL des Erstveröffentlichers</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-20-CBO</subfield></datafield><datafield tag="943" ind1="1" ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-034915066</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1017/9781316718636</subfield><subfield code="l">DE-12</subfield><subfield code="p">ZDB-20-CBO</subfield><subfield code="q">BSB_PDA_CBO</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1017/9781316718636</subfield><subfield code="l">DE-91</subfield><subfield code="p">ZDB-20-CBO</subfield><subfield code="q">TUM_Einzelkauf_2024</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1017/9781316718636</subfield><subfield code="l">DE-473</subfield><subfield code="p">ZDB-20-CBO</subfield><subfield code="q">UBG_PDA_CBO</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1017/9781316718636</subfield><subfield code="l">DE-19</subfield><subfield code="p">ZDB-20-CBO</subfield><subfield code="q">UBM_PDA_CBO_Kauf_2024</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield></record></collection> |
id | DE-604.BV049569845 |
illustrated | Illustrated |
indexdate | 2024-12-20T20:15:41Z |
institution | BVB |
isbn | 9781316718636 |
language | English |
oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-034915066 |
oclc_num | 1424568181 |
open_access_boolean | |
owner | DE-12 DE-473 DE-BY-UBG DE-91 DE-BY-TUM DE-19 DE-BY-UBM |
owner_facet | DE-12 DE-473 DE-BY-UBG DE-91 DE-BY-TUM DE-19 DE-BY-UBM |
physical | 1 Online-Ressource (xii, 422 Seiten) Illustrationen |
psigel | ZDB-20-CBO ZDB-20-CBO BSB_PDA_CBO ZDB-20-CBO TUM_Einzelkauf_2024 ZDB-20-CBO UBG_PDA_CBO ZDB-20-CBO UBM_PDA_CBO_Kauf_2024 |
publishDate | 2023 |
publishDateSearch | 2023 |
publishDateSort | 2023 |
publisher | Cambridge University Press |
record_format | marc |
series2 | Strategies for social inquiry |
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_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 |
work_keys_str_mv | AT humphreysmacartan integratedinferencescausalmodelsforqualitativeandmixedmethodresearch AT jacobsalanm integratedinferencescausalmodelsforqualitativeandmixedmethodresearch |