Examining the Dynamic Structure of Daily Internalizing and Externalizing Behavior at Multiple Levels of Analysis Article Swipe

View

Aidan G.C. Wright , Adriene M. Beltz , Kathleen M. Gates , Peter C. M. Molenaar , Leonard J. Simms ·

YOU? · · 2020 · Open Access · · DOI: https://doi.org/10.17615/bsbm-ja63

Psychiatric diagnostic covariation suggests that the underlying structure of psychopathology is not one of circumscribed disorders. Quantitative modeling of individual differences in diagnostic patterns has uncovered several broad domains of mental disorder liability, of which the Internalizing and Externalizing spectra have garnered the greatest support. These dimensions have generally been estimated from lifetime or past-year comorbidity patters, which are distal from the covariation of symptoms and maladaptive behavior that ebb and flow in daily life. In this study, structural models are applied to daily diary data (Median = 94 days) of maladaptive behaviors collected from a sample (N = 101) of individuals diagnosed with personality disorders (PDs). Using multilevel and unified structural equation modeling, between-person, within-person, and person-specific structures were estimated from 16 behaviors that are encompassed by the Internalizing and Externalizing spectra. At the between-person level (i.e., individual differences in average endorsement across days) we found support for a two-factor Internalizing–Externalizing model, which exhibits significant associations with corresponding diagnostic spectra. At the within-person level (i.e., dynamic covariation among daily behavior pooled across individuals) we found support for a more differentiated, four-factor, Negative Affect-Detachment-Hostility-Disinhibition structure. Finally, we demonstrate that the person-specific structures of associations between these four domains are highly idiosyncratic.

Related Topics

Developmental Psychology

Concepts

Psychology Developmental psychology Clinical psychology

Metadata

Type: article
Language: en
Landing Page: https://doi.org/10.17615/bsbm-ja63
OA Status: green
Related Works: 10
OpenAlex ID: https://openalex.org/W4300325388

All OpenAlex metadata

Raw OpenAlex JSON

OpenAlex ID: https://openalex.org/W4300325388

Canonical identifier for this work in OpenAlex
DOI: https://doi.org/10.17615/bsbm-ja63

Digital Object Identifier
Title: Examining the Dynamic Structure of Daily Internalizing and Externalizing Behavior at Multiple Levels of Analysis

Work title
Type: article

OpenAlex work type
Language: en

Primary language
Publication year: 2020

Year of publication
Publication date: 2020-11-02

Full publication date if available
Authors: Aidan G.C. Wright, Adriene M. Beltz, Kathleen M. Gates, Peter C. M. Molenaar, Leonard J. Simms

List of authors in order
Landing page: https://doi.org/10.17615/bsbm-ja63

Publisher landing page
Open access: Yes

Whether a free full text is available
OA status: green

Open access status per OpenAlex
OA URL: https://doi.org/10.17615/bsbm-ja63

Direct OA link when available
Concepts: Psychology, Developmental psychology, Clinical psychology

Top concepts (fields/topics) attached by OpenAlex
Cited by: 0

Total citation count in OpenAlex
Related works (count): 10

Other works algorithmically related by OpenAlex

Full payload

id	https://openalex.org/W4300325388
doi	https://doi.org/10.17615/bsbm-ja63
ids.doi	https://doi.org/10.17615/bsbm-ja63
ids.openalex	https://openalex.org/W4300325388
fwci	0.0
type	article
title	Examining the Dynamic Structure of Daily Internalizing and Externalizing Behavior at Multiple Levels of Analysis
biblio.issue
biblio.volume
biblio.last_page
biblio.first_page
topics[0].id	https://openalex.org/T13283
topics[0].field.id	https://openalex.org/fields/32
topics[0].field.display_name	Psychology
topics[0].score	0.7498999834060669
topics[0].domain.id	https://openalex.org/domains/2
topics[0].domain.display_name	Social Sciences
topics[0].subfield.id	https://openalex.org/subfields/3205
topics[0].subfield.display_name	Experimental and Cognitive Psychology
topics[0].display_name	Mental Health Research Topics
is_xpac	False
apc_list
apc_paid
concepts[0].id	https://openalex.org/C15744967
concepts[0].level	0
concepts[0].score	0.5847997069358826
concepts[0].wikidata	https://www.wikidata.org/wiki/Q9418
concepts[0].display_name	Psychology
concepts[1].id	https://openalex.org/C138496976
concepts[1].level	1
concepts[1].score	0.5095639228820801
concepts[1].wikidata	https://www.wikidata.org/wiki/Q175002
concepts[1].display_name	Developmental psychology
concepts[2].id	https://openalex.org/C70410870
concepts[2].level	1
concepts[2].score	0.3760138750076294
concepts[2].wikidata	https://www.wikidata.org/wiki/Q199906
concepts[2].display_name	Clinical psychology
keywords[0].id	https://openalex.org/keywords/psychology
keywords[0].score	0.5847997069358826
keywords[0].display_name	Psychology
keywords[1].id	https://openalex.org/keywords/developmental-psychology
keywords[1].score	0.5095639228820801
keywords[1].display_name	Developmental psychology
keywords[2].id	https://openalex.org/keywords/clinical-psychology
keywords[2].score	0.3760138750076294
keywords[2].display_name	Clinical psychology
language	en
locations[0].id	doi:10.17615/bsbm-ja63
locations[0].is_oa	True
locations[0].source.id	https://openalex.org/S7407051488
locations[0].source.type	repository
locations[0].source.is_oa	False
locations[0].source.issn_l
locations[0].source.is_core	False
locations[0].source.is_in_doaj	False
locations[0].source.display_name	UNC Libraries
locations[0].source.host_organization
locations[0].source.host_organization_name
locations[0].license
locations[0].pdf_url
locations[0].version
locations[0].raw_type	article-journal
locations[0].license_id
locations[0].is_accepted	False
locations[0].is_published
locations[0].raw_source_name
locations[0].landing_page_url	https://doi.org/10.17615/bsbm-ja63
indexed_in	datacite
authorships[0].author.id	https://openalex.org/A5057849619
authorships[0].author.orcid	https://orcid.org/0000-0002-2369-0601
authorships[0].author.display_name	Aidan G.C. Wright
authorships[0].author_position	first
authorships[0].raw_author_name	Wright, Aidan G. C.
authorships[0].is_corresponding	False
authorships[1].author.id	https://openalex.org/A5076214998
authorships[1].author.orcid	https://orcid.org/0000-0001-5754-8083
authorships[1].author.display_name	Adriene M. Beltz
authorships[1].author_position	middle
authorships[1].raw_author_name	Beltz, Adriene M.
authorships[1].is_corresponding	False
authorships[2].author.id	https://openalex.org/A5006142227
authorships[2].author.orcid	https://orcid.org/0000-0002-1246-4529
authorships[2].author.display_name	Kathleen M. Gates
authorships[2].author_position	middle
authorships[2].raw_author_name	Gates, Kathleen M.
authorships[2].is_corresponding	False
authorships[3].author.id	https://openalex.org/A5103263610
authorships[3].author.orcid	https://orcid.org/0000-0002-0026-0756
authorships[3].author.display_name	Peter C. M. Molenaar
authorships[3].author_position	middle
authorships[3].raw_author_name	Molenaar, Peter C. M.
authorships[3].is_corresponding	False
authorships[4].author.id	https://openalex.org/A5009571445
authorships[4].author.orcid	https://orcid.org/0000-0001-8081-380X
authorships[4].author.display_name	Leonard J. Simms
authorships[4].author_position	last
authorships[4].raw_author_name	Simms, Leonard J.
authorships[4].is_corresponding	False
has_content.pdf	False
has_content.grobid_xml	False
is_paratext	False
open_access.is_oa	True
open_access.oa_url	https://doi.org/10.17615/bsbm-ja63
open_access.oa_status	green
open_access.any_repository_has_fulltext	False
created_date	2025-10-10T00:00:00
display_name	Examining the Dynamic Structure of Daily Internalizing and Externalizing Behavior at Multiple Levels of Analysis
has_fulltext	True
is_retracted	False
updated_date	2025-11-06T06:51:31.235846
primary_topic.id	https://openalex.org/T13283
primary_topic.field.id	https://openalex.org/fields/32
primary_topic.field.display_name	Psychology
primary_topic.score	0.7498999834060669
primary_topic.domain.id	https://openalex.org/domains/2
primary_topic.domain.display_name	Social Sciences
primary_topic.subfield.id	https://openalex.org/subfields/3205
primary_topic.subfield.display_name	Experimental and Cognitive Psychology
primary_topic.display_name	Mental Health Research Topics
related_works	https://openalex.org/W2899084033, https://openalex.org/W2748952813, https://openalex.org/W2931662336, https://openalex.org/W2077865380, https://openalex.org/W2134894512, https://openalex.org/W2053487507, https://openalex.org/W2765597752, https://openalex.org/W2083375246, https://openalex.org/W2067108088, https://openalex.org/W2085372204
cited_by_count	0
locations_count	1
best_oa_location.id	doi:10.17615/bsbm-ja63
best_oa_location.is_oa	True
best_oa_location.source.id	https://openalex.org/S7407051488
best_oa_location.source.type	repository
best_oa_location.source.is_oa	False
best_oa_location.source.issn_l
best_oa_location.source.is_core	False
best_oa_location.source.is_in_doaj	False
best_oa_location.source.display_name	UNC Libraries
best_oa_location.source.host_organization
best_oa_location.source.host_organization_name
best_oa_location.license
best_oa_location.pdf_url
best_oa_location.version
best_oa_location.raw_type	article-journal
best_oa_location.license_id
best_oa_location.is_accepted	False
best_oa_location.is_published	False
best_oa_location.raw_source_name
best_oa_location.landing_page_url	https://doi.org/10.17615/bsbm-ja63
primary_location.id	doi:10.17615/bsbm-ja63
primary_location.is_oa	True
primary_location.source.id	https://openalex.org/S7407051488
primary_location.source.type	repository
primary_location.source.is_oa	False
primary_location.source.issn_l
primary_location.source.is_core	False
primary_location.source.is_in_doaj	False
primary_location.source.display_name	UNC Libraries
primary_location.source.host_organization
primary_location.source.host_organization_name
primary_location.license
primary_location.pdf_url
primary_location.version
primary_location.raw_type	article-journal
primary_location.license_id
primary_location.is_accepted	False
primary_location.is_published	False
primary_location.raw_source_name
primary_location.landing_page_url	https://doi.org/10.17615/bsbm-ja63
publication_date	2020-11-02
publication_year	2020
referenced_works_count	0
abstract_inverted_index.=	87, 98
abstract_inverted_index.a	95, 149, 178
abstract_inverted_index.(N	97
abstract_inverted_index.16	122
abstract_inverted_index.94	88
abstract_inverted_index.At	133, 161
abstract_inverted_index.In	75
abstract_inverted_index.by	127
abstract_inverted_index.in	21, 72, 140
abstract_inverted_index.is	10
abstract_inverted_index.of	8, 13, 18, 29, 33, 63, 90, 100, 192
abstract_inverted_index.or	53
abstract_inverted_index.to	82
abstract_inverted_index.we	145, 174, 186
abstract_inverted_index.and	37, 65, 70, 109, 116, 130
abstract_inverted_index.are	58, 80, 125, 198
abstract_inverted_index.ebb	69
abstract_inverted_index.for	148, 177
abstract_inverted_index.has	24
abstract_inverted_index.not	11
abstract_inverted_index.one	12
abstract_inverted_index.the	5, 35, 42, 61, 128, 134, 162, 189
abstract_inverted_index.101)	99
abstract_inverted_index.been	49
abstract_inverted_index.data	85
abstract_inverted_index.flow	71
abstract_inverted_index.four	196
abstract_inverted_index.from	51, 60, 94, 121
abstract_inverted_index.have	40, 47
abstract_inverted_index.more	179
abstract_inverted_index.that	4, 68, 124, 188
abstract_inverted_index.this	76
abstract_inverted_index.were	119
abstract_inverted_index.with	103, 157
abstract_inverted_index.These	45
abstract_inverted_index.Using	107
abstract_inverted_index.among	168
abstract_inverted_index.broad	27
abstract_inverted_index.daily	73, 83, 169
abstract_inverted_index.days)	89, 144
abstract_inverted_index.diary	84
abstract_inverted_index.found	146, 175
abstract_inverted_index.level	136, 164
abstract_inverted_index.life.	74
abstract_inverted_index.these	195
abstract_inverted_index.which	34, 57, 153
abstract_inverted_index.(PDs).	106
abstract_inverted_index.(i.e.,	137, 165
abstract_inverted_index.across	143, 172
abstract_inverted_index.distal	59
abstract_inverted_index.highly	199
abstract_inverted_index.mental	30
abstract_inverted_index.model,	152
abstract_inverted_index.models	79
abstract_inverted_index.pooled	171
abstract_inverted_index.sample	96
abstract_inverted_index.study,	77
abstract_inverted_index.(Median	86
abstract_inverted_index.applied	81
abstract_inverted_index.average	141
abstract_inverted_index.between	194
abstract_inverted_index.domains	28, 197
abstract_inverted_index.dynamic	166
abstract_inverted_index.several	26
abstract_inverted_index.spectra	39
abstract_inverted_index.support	147, 176
abstract_inverted_index.unified	110
abstract_inverted_index.Finally,	185
abstract_inverted_index.Negative	182
abstract_inverted_index.behavior	67, 170
abstract_inverted_index.disorder	31
abstract_inverted_index.equation	112
abstract_inverted_index.exhibits	154
abstract_inverted_index.garnered	41
abstract_inverted_index.greatest	43
abstract_inverted_index.lifetime	52
abstract_inverted_index.modeling	17
abstract_inverted_index.patterns	23
abstract_inverted_index.patters,	56
abstract_inverted_index.spectra.	132, 160
abstract_inverted_index.suggests	3
abstract_inverted_index.support.	44
abstract_inverted_index.symptoms	64
abstract_inverted_index.behaviors	92, 123
abstract_inverted_index.collected	93
abstract_inverted_index.diagnosed	102
abstract_inverted_index.disorders	105
abstract_inverted_index.estimated	50, 120
abstract_inverted_index.generally	48
abstract_inverted_index.modeling,	113
abstract_inverted_index.past-year	54
abstract_inverted_index.structure	7
abstract_inverted_index.uncovered	25
abstract_inverted_index.diagnostic	1, 22, 159
abstract_inverted_index.dimensions	46
abstract_inverted_index.disorders.	15
abstract_inverted_index.individual	19, 138
abstract_inverted_index.liability,	32
abstract_inverted_index.multilevel	108
abstract_inverted_index.structural	78, 111
abstract_inverted_index.structure.	184
abstract_inverted_index.structures	118, 191
abstract_inverted_index.two-factor	150
abstract_inverted_index.underlying	6
abstract_inverted_index.Psychiatric	0
abstract_inverted_index.comorbidity	55
abstract_inverted_index.covariation	2, 62, 167
abstract_inverted_index.demonstrate	187
abstract_inverted_index.differences	20, 139
abstract_inverted_index.encompassed	126
abstract_inverted_index.endorsement	142
abstract_inverted_index.individuals	101
abstract_inverted_index.maladaptive	66, 91
abstract_inverted_index.personality	104
abstract_inverted_index.significant	155
abstract_inverted_index.Quantitative	16
abstract_inverted_index.associations	156, 193
abstract_inverted_index.four-factor,	181
abstract_inverted_index.individuals)	173
abstract_inverted_index.Externalizing	38, 131
abstract_inverted_index.Internalizing	36, 129
abstract_inverted_index.circumscribed	14
abstract_inverted_index.corresponding	158
abstract_inverted_index.within-person	163
abstract_inverted_index.between-person	135
abstract_inverted_index.idiosyncratic.	200
abstract_inverted_index.within-person,	115
abstract_inverted_index.between-person,	114
abstract_inverted_index.differentiated,	180
abstract_inverted_index.person-specific	117, 190
abstract_inverted_index.psychopathology	9
abstract_inverted_index.Internalizing–Externalizing	151
abstract_inverted_index.Affect-Detachment-Hostility-Disinhibition	183
cited_by_percentile_year
countries_distinct_count	0
institutions_distinct_count	5
citation_normalized_percentile.value	0.33603738
citation_normalized_percentile.is_in_top_1_percent	False
citation_normalized_percentile.is_in_top_10_percent	False