Ambulatory assessment of language use: Evidence on the temporal stability of Electronically Activated Recorder and stream of consciousness data
Abstract
The ambulatory assessment offers a wide range of methods enabling researchers to investigate psychological, behavioral, emotional, and biological processes. These methods enable us to gather data on individual differences in language use for psychological research. Two studies were conducted with an aim to evaluate and compare the temporal stability of language measures extracted by LIWC software form data obtained by two frequently used methods for assessment of language use, i.e., Electronically Activated Recorder (EAR) and stream of consciousness (SOC) task. Additionally, we examined the amount of variance in language use (assessed by both methods) that can be attributed to intra-individual variability and stable individual differences. Study 1 was focused on investigating language use obtained from 74 respondents using the EAR for 3 consecutive days. Study 2 was conducted on 250 respondents participating in a SOC task where verbal production was collected at ten time points over a ...2-month period. Results show that measures obtained using the SOC task have higher temporal stability and consistency, and to a certain extent enable better detection of individual differences. Taking into account certain situational variations improves the reliability of EAR measures.
Keywords:
Linguistic Inquiry and Word Count (LIWC) / Electronically Activated Recorder / Stream of consciousness task / Temporal stability / Multilevel random coefficient modeling (MRCM)Source:
Behavior Research Methods, 2020, 52, 5, 1817-1835Publisher:
- Springer, New York
Funding / projects:
DOI: 10.3758/s13428-020-01361-z
ISSN: 1554-351X
PubMed: 32016918
WoS: 000515819000001
Scopus: 2-s2.0-85079177394
Collections
Institution/Community
Institut za medicinska istraživanjaTY - JOUR AU - Lazarević, Ljiljana B. AU - Bjekić, Jovana AU - Živanović, Marko AU - Knežević, Goran PY - 2020 UR - http://rimi.imi.bg.ac.rs/handle/123456789/1039 AB - The ambulatory assessment offers a wide range of methods enabling researchers to investigate psychological, behavioral, emotional, and biological processes. These methods enable us to gather data on individual differences in language use for psychological research. Two studies were conducted with an aim to evaluate and compare the temporal stability of language measures extracted by LIWC software form data obtained by two frequently used methods for assessment of language use, i.e., Electronically Activated Recorder (EAR) and stream of consciousness (SOC) task. Additionally, we examined the amount of variance in language use (assessed by both methods) that can be attributed to intra-individual variability and stable individual differences. Study 1 was focused on investigating language use obtained from 74 respondents using the EAR for 3 consecutive days. Study 2 was conducted on 250 respondents participating in a SOC task where verbal production was collected at ten time points over a 2-month period. Results show that measures obtained using the SOC task have higher temporal stability and consistency, and to a certain extent enable better detection of individual differences. Taking into account certain situational variations improves the reliability of EAR measures. PB - Springer, New York T2 - Behavior Research Methods T1 - Ambulatory assessment of language use: Evidence on the temporal stability of Electronically Activated Recorder and stream of consciousness data EP - 1835 IS - 5 SP - 1817 VL - 52 DO - 10.3758/s13428-020-01361-z UR - conv_4739 ER -
@article{ author = "Lazarević, Ljiljana B. and Bjekić, Jovana and Živanović, Marko and Knežević, Goran", year = "2020", abstract = "The ambulatory assessment offers a wide range of methods enabling researchers to investigate psychological, behavioral, emotional, and biological processes. These methods enable us to gather data on individual differences in language use for psychological research. Two studies were conducted with an aim to evaluate and compare the temporal stability of language measures extracted by LIWC software form data obtained by two frequently used methods for assessment of language use, i.e., Electronically Activated Recorder (EAR) and stream of consciousness (SOC) task. Additionally, we examined the amount of variance in language use (assessed by both methods) that can be attributed to intra-individual variability and stable individual differences. Study 1 was focused on investigating language use obtained from 74 respondents using the EAR for 3 consecutive days. Study 2 was conducted on 250 respondents participating in a SOC task where verbal production was collected at ten time points over a 2-month period. Results show that measures obtained using the SOC task have higher temporal stability and consistency, and to a certain extent enable better detection of individual differences. Taking into account certain situational variations improves the reliability of EAR measures.", publisher = "Springer, New York", journal = "Behavior Research Methods", title = "Ambulatory assessment of language use: Evidence on the temporal stability of Electronically Activated Recorder and stream of consciousness data", pages = "1835-1817", number = "5", volume = "52", doi = "10.3758/s13428-020-01361-z", url = "conv_4739" }
Lazarević, L. B., Bjekić, J., Živanović, M.,& Knežević, G.. (2020). Ambulatory assessment of language use: Evidence on the temporal stability of Electronically Activated Recorder and stream of consciousness data. in Behavior Research Methods Springer, New York., 52(5), 1817-1835. https://doi.org/10.3758/s13428-020-01361-z conv_4739
Lazarević LB, Bjekić J, Živanović M, Knežević G. Ambulatory assessment of language use: Evidence on the temporal stability of Electronically Activated Recorder and stream of consciousness data. in Behavior Research Methods. 2020;52(5):1817-1835. doi:10.3758/s13428-020-01361-z conv_4739 .
Lazarević, Ljiljana B., Bjekić, Jovana, Živanović, Marko, Knežević, Goran, "Ambulatory assessment of language use: Evidence on the temporal stability of Electronically Activated Recorder and stream of consciousness data" in Behavior Research Methods, 52, no. 5 (2020):1817-1835, https://doi.org/10.3758/s13428-020-01361-z ., conv_4739 .