Measuring self-regulation in everyday life: reliability and validity of smartphone-based experiments in alcohol use disorder
Self-regulation, the ability to guide behavior according to one’s goals, plays an integral role in understanding loss of control over unwanted behaviors, for example in alcohol use disorder (AUD). Yet, experimental tasks that measure processes underlying self-regulation are not easy to deploy in con...
Saved in:
| Main Authors: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
|---|---|
| Format: | Article (Journal) |
| Language: | English |
| Published: |
December 2023
|
| In: |
Behavior research methods
Year: 2023, Volume: 55, Issue: 8, Pages: 4329-4342 |
| ISSN: | 1554-3528 |
| DOI: | 10.3758/s13428-022-02019-8 |
| Online Access: | Verlag, kostenfrei, Volltext: https://doi.org/10.3758/s13428-022-02019-8 Verlag, kostenfrei, Volltext: https://link.springer.com/article/10.3758/s13428-022-02019-8 
|
| Author Notes: | Hilmar Zech, Maria Waltmann, Ying Lee, Markus Reichert, Rachel L. Bedder, Robb B. Rutledge, Friederike Deeken, Julia Wenzel, Friederike Wedemeyer, Alvaro Aguilera, Acelya Aslan, Patrick Bach, Nadja S. Bahr, Claudia Ebrahimi, Pascale C. Fischbach, Marvin Ganz, Maria Garbusow, Charlotte M. Großkopf, Marie Heigert, Angela Hentschel, Matthew Belanger, Damian Karl, Patricia Pelz, Mathieu Pinger, Carlotta Riemerschmid, Annika Rosenthal, Johannes Steffen, Jens Strehle, Franziska Weiss, Gesine Wieder, Alfred Wieland, Judith Zaiser, Sina Zimmermann, Shuyan Liu, Thomas Goschke, Henrik Walter, Heike Tost, Bernd Lenz, Jamila Andoh, Ulrich Ebner-Priemer, Michael A. Rapp, Andreas Heinz, Ray Dolan, Michael N. Smolka, Lorenz Deserno, the ReCoDe-Consortium |
MARC
| LEADER | 00000caa a2200000 c 4500 | ||
|---|---|---|---|
| 001 | 1891012533 | ||
| 003 | DE-627 | ||
| 005 | 20241205141614.0 | ||
| 007 | cr uuu---uuuuu | ||
| 008 | 240610s2023 xx |||||o 00| ||eng c | ||
| 024 | 7 | |a 10.3758/s13428-022-02019-8 |2 doi | |
| 035 | |a (DE-627)1891012533 | ||
| 035 | |a (DE-599)KXP1891012533 | ||
| 035 | |a (OCoLC)1475298067 | ||
| 040 | |a DE-627 |b ger |c DE-627 |e rda | ||
| 041 | |a eng | ||
| 084 | |a 33 |2 sdnb | ||
| 100 | 1 | |a Zech, Hilmar Gero |e VerfasserIn |0 (DE-588)1294104616 |0 (DE-627)1851063250 |4 aut | |
| 245 | 1 | 0 | |a Measuring self-regulation in everyday life: reliability and validity of smartphone-based experiments in alcohol use disorder |c Hilmar Zech, Maria Waltmann, Ying Lee, Markus Reichert, Rachel L. Bedder, Robb B. Rutledge, Friederike Deeken, Julia Wenzel, Friederike Wedemeyer, Alvaro Aguilera, Acelya Aslan, Patrick Bach, Nadja S. Bahr, Claudia Ebrahimi, Pascale C. Fischbach, Marvin Ganz, Maria Garbusow, Charlotte M. Großkopf, Marie Heigert, Angela Hentschel, Matthew Belanger, Damian Karl, Patricia Pelz, Mathieu Pinger, Carlotta Riemerschmid, Annika Rosenthal, Johannes Steffen, Jens Strehle, Franziska Weiss, Gesine Wieder, Alfred Wieland, Judith Zaiser, Sina Zimmermann, Shuyan Liu, Thomas Goschke, Henrik Walter, Heike Tost, Bernd Lenz, Jamila Andoh, Ulrich Ebner-Priemer, Michael A. Rapp, Andreas Heinz, Ray Dolan, Michael N. Smolka, Lorenz Deserno, the ReCoDe-Consortium |
| 264 | 1 | |c December 2023 | |
| 300 | |a 14 | ||
| 336 | |a Text |b txt |2 rdacontent | ||
| 337 | |a Computermedien |b c |2 rdamedia | ||
| 338 | |a Online-Ressource |b cr |2 rdacarrier | ||
| 500 | |a Online veröffentlicht: 12. Dezember 2022 | ||
| 500 | |a Gesehen am 10.06.2024 | ||
| 520 | |a Self-regulation, the ability to guide behavior according to one’s goals, plays an integral role in understanding loss of control over unwanted behaviors, for example in alcohol use disorder (AUD). Yet, experimental tasks that measure processes underlying self-regulation are not easy to deploy in contexts where such behaviors usually occur, namely outside the laboratory, and in clinical populations such as people with AUD. Moreover, lab-based tasks have been criticized for poor test-retest reliability and lack of construct validity. Smartphones can be used to deploy tasks in the field, but often require shorter versions of tasks, which may further decrease reliability. Here, we show that combining smartphone-based tasks with joint hierarchical modeling of longitudinal data can overcome at least some of these shortcomings. We test four short smartphone-based tasks outside the laboratory in a large sample (N = 488) of participants with AUD. Although task measures indeed have low reliability when data are analyzed traditionally by modeling each session separately, joint modeling of longitudinal data increases reliability to good and oftentimes excellent levels. We next test the measures’ construct validity and show that extracted latent factors are indeed in line with theoretical accounts of cognitive control and decision-making. Finally, we demonstrate that a resulting cognitive control factor relates to a real-life measure of drinking behavior and yields stronger correlations than single measures based on traditional analyses. Our findings demonstrate how short, smartphone-based task measures, when analyzed with joint hierarchical modeling and latent factor analysis, can overcome frequently reported shortcomings of experimental tasks. | ||
| 650 | 4 | |a Behavioral tasks | |
| 650 | 4 | |a Information sampling | |
| 650 | 4 | |a Reliability | |
| 650 | 4 | |a Risk-taking | |
| 650 | 4 | |a Smartphone | |
| 650 | 4 | |a Stop signal task | |
| 650 | 4 | |a Validity | |
| 650 | 4 | |a Working memory | |
| 700 | 1 | |a Waltmann, Maria |e VerfasserIn |4 aut | |
| 700 | 1 | |a Lee, Ying |e VerfasserIn |4 aut | |
| 700 | 1 | |a Reichert, Markus |e VerfasserIn |4 aut | |
| 700 | 1 | |a Bedder, Rachel L. |e VerfasserIn |4 aut | |
| 700 | 1 | |a Rutledge, Robb B. |e VerfasserIn |4 aut | |
| 700 | 1 | |a Deeken, Friederike |e VerfasserIn |4 aut | |
| 700 | 1 | |a Wenzel, Julia |e VerfasserIn |4 aut | |
| 700 | 1 | |a Wedemeyer, Friederike |e VerfasserIn |4 aut | |
| 700 | 1 | |a Aguilera, Alvaro |e VerfasserIn |4 aut | |
| 700 | 1 | |a Aslan, Acelya |e VerfasserIn |4 aut | |
| 700 | 1 | |a Bach, Patrick |d 1987- |e VerfasserIn |0 (DE-588)1129478726 |0 (DE-627)884082393 |0 (DE-576)486427145 |4 aut | |
| 700 | 1 | |a Bahr, Nadja S. |e VerfasserIn |4 aut | |
| 700 | 1 | |a Ebrahimi, Claudia |e VerfasserIn |4 aut | |
| 700 | 1 | |a Fischbach, Pascale C. |e VerfasserIn |4 aut | |
| 700 | 1 | |a Ganz, Marvin |e VerfasserIn |0 (DE-588)1176065815 |0 (DE-627)1047227134 |0 (DE-576)516522116 |4 aut | |
| 700 | 1 | |a Garbusow, Maria |e VerfasserIn |4 aut | |
| 700 | 1 | |a Großkopf, Charlotte M. |e VerfasserIn |4 aut | |
| 700 | 1 | |a Heigert, Marie |e VerfasserIn |4 aut | |
| 700 | 1 | |a Hentschel, Angela |e VerfasserIn |4 aut | |
| 700 | 1 | |a Belanger, Matthew |e VerfasserIn |4 aut | |
| 700 | 1 | |a Karl, Damian |e VerfasserIn |0 (DE-588)1202989608 |0 (DE-627)1687632413 |4 aut | |
| 700 | 1 | |a Pelz, Patricia |e VerfasserIn |4 aut | |
| 700 | 1 | |a Pinger, Mathieu |d 1994- |e VerfasserIn |0 (DE-588)1313037729 |0 (DE-627)1873112599 |4 aut | |
| 700 | 1 | |a Riemerschmid, Carlotta |e VerfasserIn |4 aut | |
| 700 | 1 | |a Rosenthal, Annika |e VerfasserIn |4 aut | |
| 700 | 1 | |a Steffen, Johannes |e VerfasserIn |4 aut | |
| 700 | 1 | |a Strehle, Jens |e VerfasserIn |4 aut | |
| 700 | 1 | |a Weiss, Franziska |e VerfasserIn |4 aut | |
| 700 | 1 | |a Wieder, Gesine |e VerfasserIn |4 aut | |
| 700 | 1 | |a Wieland, Alfred |d 1986- |e VerfasserIn |0 (DE-588)133253127X |0 (DE-627)1891013076 |4 aut | |
| 700 | 1 | |a Zaiser, Judith |d 1991- |e VerfasserIn |0 (DE-588)1306309395 |0 (DE-627)1865871680 |4 aut | |
| 700 | 1 | |a Vetter, Sina |e VerfasserIn |0 (DE-588)1258897156 |0 (DE-627)1805512838 |4 aut | |
| 700 | 1 | |a Liu, Shuyan |e VerfasserIn |4 aut | |
| 700 | 1 | |a Goschke, Thomas |e VerfasserIn |4 aut | |
| 700 | 1 | |a Walter, Henrik |e VerfasserIn |4 aut | |
| 700 | 1 | |a Tost, Heike |d 1970- |e VerfasserIn |0 (DE-588)14165080X |0 (DE-627)630405204 |0 (DE-576)325028370 |4 aut | |
| 700 | 1 | |a Lenz, Bernd |d 1981- |e VerfasserIn |0 (DE-588)134116151 |0 (DE-627)560889518 |0 (DE-576)300322070 |4 aut | |
| 700 | 1 | |a Andoh, Jamila |e VerfasserIn |0 (DE-588)1156635292 |0 (DE-627)101943984X |0 (DE-576)50233665X |4 aut | |
| 700 | 1 | |a Ebner-Priemer, Ulrich |d 1971- |e VerfasserIn |0 (DE-588)131627090 |0 (DE-627)511710844 |0 (DE-576)254118097 |4 aut | |
| 700 | 1 | |a Rapp, Michael A. |e VerfasserIn |4 aut | |
| 700 | 1 | |a Heinz, Andreas |e VerfasserIn |4 aut | |
| 700 | 1 | |a Dolan, Ray |e VerfasserIn |4 aut | |
| 700 | 1 | |a Smolka, Michael N. |e VerfasserIn |4 aut | |
| 700 | 1 | |a Deserno, Lorenz |e VerfasserIn |4 aut | |
| 773 | 0 | 8 | |i Enthalten in |t Behavior research methods |d New York, NY : Springer, 2005 |g 55(2023), 8, Seite 4329-4342 |h Online-Ressource |w (DE-627)504526669 |w (DE-600)2212635-1 |w (DE-576)252114507 |x 1554-3528 |7 nnas |a Measuring self-regulation in everyday life: reliability and validity of smartphone-based experiments in alcohol use disorder |
| 773 | 1 | 8 | |g volume:55 |g year:2023 |g number:8 |g pages:4329-4342 |g extent:14 |a Measuring self-regulation in everyday life: reliability and validity of smartphone-based experiments in alcohol use disorder |
| 856 | 4 | 0 | |u https://doi.org/10.3758/s13428-022-02019-8 |x Verlag |x Resolving-System |z kostenfrei |3 Volltext |
| 856 | 4 | 0 | |u https://link.springer.com/article/10.3758/s13428-022-02019-8 |x Verlag |z kostenfrei |3 Volltext |
| 951 | |a AR | ||
| 992 | |a 20240610 | ||
| 993 | |a Article | ||
| 994 | |a 2023 | ||
| 998 | |g 131627090 |a Ebner-Priemer, Ulrich |m 131627090:Ebner-Priemer, Ulrich |d 60000 |e 60000PE131627090 |k 0/60000/ |p 40 | ||
| 998 | |g 1156635292 |a Andoh, Jamila |m 1156635292:Andoh, Jamila |d 60000 |e 60000PA1156635292 |k 0/60000/ |p 39 | ||
| 998 | |g 134116151 |a Lenz, Bernd |m 134116151:Lenz, Bernd |d 60000 |e 60000PL134116151 |k 0/60000/ |p 38 | ||
| 998 | |g 14165080X |a Tost, Heike |m 14165080X:Tost, Heike |d 60000 |e 60000PT14165080X |k 0/60000/ |p 37 | ||
| 998 | |g 1258897156 |a Vetter, Sina |m 1258897156:Vetter, Sina |d 60000 |e 60000PV1258897156 |k 0/60000/ |p 33 | ||
| 998 | |g 1306309395 |a Zaiser, Judith |m 1306309395:Zaiser, Judith |d 60000 |e 60000PZ1306309395 |k 0/60000/ |p 32 | ||
| 998 | |g 133253127X |a Wieland, Alfred |m 133253127X:Wieland, Alfred |d 60000 |e 60000PW133253127X |k 0/60000/ |p 31 | ||
| 998 | |g 1313037729 |a Pinger, Mathieu |m 1313037729:Pinger, Mathieu |d 100000 |e 100000PP1313037729 |k 0/100000/ |p 24 | ||
| 998 | |g 1202989608 |a Karl, Damian |m 1202989608:Karl, Damian |d 60000 |e 60000PK1202989608 |k 0/60000/ |p 22 | ||
| 998 | |g 1176065815 |a Ganz, Marvin |m 1176065815:Ganz, Marvin |d 60000 |e 60000PG1176065815 |k 0/60000/ |p 16 | ||
| 998 | |g 1129478726 |a Bach, Patrick |m 1129478726:Bach, Patrick |d 60000 |e 60000PB1129478726 |k 0/60000/ |p 12 | ||
| 999 | |a KXP-PPN1891012533 |e 4536075283 | ||
| BIB | |a Y | ||
| SER | |a journal | ||
| JSO | |a {"language":["eng"],"id":{"doi":["10.3758/s13428-022-02019-8"],"eki":["1891012533"]},"type":{"bibl":"article-journal","media":"Online-Ressource"},"origin":[{"dateIssuedDisp":"December 2023","dateIssuedKey":"2023"}],"relHost":[{"type":{"bibl":"periodical","media":"Online-Ressource"},"language":["eng"],"corporate":[{"display":"Psychonomic Society","role":"isb"}],"id":{"eki":["504526669"],"zdb":["2212635-1"],"issn":["1554-3528"]},"origin":[{"publisherPlace":"New York, NY ; Austin, Tex.","dateIssuedDisp":"2005-","dateIssuedKey":"2005","publisher":"Springer ; Psychonomic Society Publ."}],"part":{"issue":"8","year":"2023","extent":"14","pages":"4329-4342","text":"55(2023), 8, Seite 4329-4342","volume":"55"},"physDesc":[{"extent":"Online-Ressource"}],"title":[{"title_sort":"Behavior research methods","subtitle":"BRM","title":"Behavior research methods"}],"disp":"Measuring self-regulation in everyday life: reliability and validity of smartphone-based experiments in alcohol use disorderBehavior research methods","pubHistory":["37.2005 -"],"note":["Gesehen am 30.07.2015"],"recId":"504526669","name":{"displayForm":["Psychonomic Society"]}}],"person":[{"role":"aut","given":"Hilmar Gero","family":"Zech","display":"Zech, Hilmar Gero"},{"role":"aut","given":"Maria","display":"Waltmann, Maria","family":"Waltmann"},{"display":"Lee, Ying","family":"Lee","given":"Ying","role":"aut"},{"given":"Markus","display":"Reichert, Markus","family":"Reichert","role":"aut"},{"family":"Bedder","display":"Bedder, Rachel L.","given":"Rachel L.","role":"aut"},{"role":"aut","given":"Robb B.","display":"Rutledge, Robb B.","family":"Rutledge"},{"role":"aut","given":"Friederike","family":"Deeken","display":"Deeken, Friederike"},{"family":"Wenzel","display":"Wenzel, Julia","given":"Julia","role":"aut"},{"role":"aut","given":"Friederike","family":"Wedemeyer","display":"Wedemeyer, Friederike"},{"role":"aut","given":"Alvaro","display":"Aguilera, Alvaro","family":"Aguilera"},{"family":"Aslan","display":"Aslan, Acelya","given":"Acelya","role":"aut"},{"role":"aut","given":"Patrick","family":"Bach","display":"Bach, Patrick"},{"given":"Nadja S.","family":"Bahr","display":"Bahr, Nadja S.","role":"aut"},{"role":"aut","display":"Ebrahimi, Claudia","family":"Ebrahimi","given":"Claudia"},{"display":"Fischbach, Pascale C.","family":"Fischbach","given":"Pascale C.","role":"aut"},{"given":"Marvin","family":"Ganz","display":"Ganz, Marvin","role":"aut"},{"role":"aut","given":"Maria","display":"Garbusow, Maria","family":"Garbusow"},{"role":"aut","display":"Großkopf, Charlotte M.","family":"Großkopf","given":"Charlotte M."},{"given":"Marie","display":"Heigert, Marie","family":"Heigert","role":"aut"},{"role":"aut","given":"Angela","display":"Hentschel, Angela","family":"Hentschel"},{"role":"aut","display":"Belanger, Matthew","family":"Belanger","given":"Matthew"},{"given":"Damian","family":"Karl","display":"Karl, Damian","role":"aut"},{"given":"Patricia","display":"Pelz, Patricia","family":"Pelz","role":"aut"},{"given":"Mathieu","family":"Pinger","display":"Pinger, Mathieu","role":"aut"},{"role":"aut","given":"Carlotta","display":"Riemerschmid, Carlotta","family":"Riemerschmid"},{"given":"Annika","family":"Rosenthal","display":"Rosenthal, Annika","role":"aut"},{"role":"aut","given":"Johannes","family":"Steffen","display":"Steffen, Johannes"},{"role":"aut","display":"Strehle, Jens","family":"Strehle","given":"Jens"},{"role":"aut","given":"Franziska","display":"Weiss, Franziska","family":"Weiss"},{"given":"Gesine","family":"Wieder","display":"Wieder, Gesine","role":"aut"},{"family":"Wieland","display":"Wieland, Alfred","given":"Alfred","role":"aut"},{"role":"aut","given":"Judith","display":"Zaiser, Judith","family":"Zaiser"},{"role":"aut","given":"Sina","display":"Vetter, Sina","family":"Vetter"},{"role":"aut","given":"Shuyan","display":"Liu, Shuyan","family":"Liu"},{"role":"aut","family":"Goschke","display":"Goschke, Thomas","given":"Thomas"},{"role":"aut","family":"Walter","display":"Walter, Henrik","given":"Henrik"},{"family":"Tost","display":"Tost, Heike","given":"Heike","role":"aut"},{"family":"Lenz","display":"Lenz, Bernd","given":"Bernd","role":"aut"},{"given":"Jamila","display":"Andoh, Jamila","family":"Andoh","role":"aut"},{"role":"aut","given":"Ulrich","family":"Ebner-Priemer","display":"Ebner-Priemer, Ulrich"},{"role":"aut","display":"Rapp, Michael A.","family":"Rapp","given":"Michael A."},{"display":"Heinz, Andreas","family":"Heinz","given":"Andreas","role":"aut"},{"role":"aut","display":"Dolan, Ray","family":"Dolan","given":"Ray"},{"role":"aut","display":"Smolka, Michael N.","family":"Smolka","given":"Michael N."},{"family":"Deserno","display":"Deserno, Lorenz","given":"Lorenz","role":"aut"}],"title":[{"title":"Measuring self-regulation in everyday life: reliability and validity of smartphone-based experiments in alcohol use disorder","title_sort":"Measuring self-regulation in everyday life: reliability and validity of smartphone-based experiments in alcohol use disorder"}],"physDesc":[{"extent":"14 S."}],"note":["Online veröffentlicht: 12. Dezember 2022","Gesehen am 10.06.2024"],"recId":"1891012533","name":{"displayForm":["Hilmar Zech, Maria Waltmann, Ying Lee, Markus Reichert, Rachel L. Bedder, Robb B. Rutledge, Friederike Deeken, Julia Wenzel, Friederike Wedemeyer, Alvaro Aguilera, Acelya Aslan, Patrick Bach, Nadja S. Bahr, Claudia Ebrahimi, Pascale C. Fischbach, Marvin Ganz, Maria Garbusow, Charlotte M. Großkopf, Marie Heigert, Angela Hentschel, Matthew Belanger, Damian Karl, Patricia Pelz, Mathieu Pinger, Carlotta Riemerschmid, Annika Rosenthal, Johannes Steffen, Jens Strehle, Franziska Weiss, Gesine Wieder, Alfred Wieland, Judith Zaiser, Sina Zimmermann, Shuyan Liu, Thomas Goschke, Henrik Walter, Heike Tost, Bernd Lenz, Jamila Andoh, Ulrich Ebner-Priemer, Michael A. Rapp, Andreas Heinz, Ray Dolan, Michael N. Smolka, Lorenz Deserno, the ReCoDe-Consortium"]}} | ||
| SRT | |a ZECHHILMARMEASURINGS2023 | ||