Psychometric properties of the Patient Health Questionnaire-4 (PHQ-4) in 9230 adults across seven European countries: Findings from the ESTSS ADJUST study

The four-item Patient Health Questionnaire-4 (PHQ-4) is a widely used screening measure for depression and anxiety. This study aimed to test factor structure and measurement invariance in an adult sample of the general population across seven European countries. A total sample of 9230 adults, 71.3 %...

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Published inJournal of affective disorders Vol. 335; pp. 18 - 23
Main Authors Kazlauskas, Evaldas, Gelezelyte, Odeta, Kvedaraite, Monika, Ajdukovic, Dean, Johannesson, Kerstin Bergh, Böttche, Maria, Bondjers, Kristina, Dragan, Małgorzata, Figueiredo-Braga, Margarida, Grajewski, Piotr, Anastassiou-Hadjicharalambous, Xenia, Javakhishvili, Jana Darejan, Lioupi, Chrysanthi, Lueger-Schuster, Brigitte, Mouthaan, Joanne, Bagaric, Ines Rezo, Sales, Luisa, Schäfer, Ingo, Soydas, Suzan, Tsiskarishvili, Lela, Zrnic Novakovic, Irina, Lotzin, Annett
Format Journal Article
LanguageEnglish
Published Netherlands Elsevier B.V 15.08.2023
Subjects
Online AccessGet full text
ISSN0165-0327
1573-2517
1573-2517
DOI10.1016/j.jad.2023.05.007

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Abstract The four-item Patient Health Questionnaire-4 (PHQ-4) is a widely used screening measure for depression and anxiety. This study aimed to test factor structure and measurement invariance in an adult sample of the general population across seven European countries. A total sample of 9230 adults, 71.3 % female, Mage = 44.35 (SD = 14.11) from seven countries (Austria, Croatia, Georgia, Germany, Lithuania, Portugal, and Sweden) participated in the study. We applied confirmatory factor analysis (CFA) to examine the factor structure and measurement invariance testing to evaluate measurement equivalence across countries, gender, and age groups. The CFA yielded that a two-factor PHQ-4 model with separate depression and anxiety factors had the best fit. Partial scalar measurement invariance was established across different groups based on gender, age, and country. The PHQ-4 is a valid and reliable measure that can be applied to screen for depression and anxiety in the general population. The limitation of the study includes the sampling, which resulted in the sample structure with the majority of females, predominantly of high education and from urban communities. •A structure validity of the PHQ-4 with two factors of anxiety and depression has been confirmed in a large European sample.•The PHQ-4 measurement invariance across gender, age groups, and seven European countries have been supported.•The PHQ-4 is recommended for screening of anxiety and depression.
AbstractList The four-item Patient Health Questionnaire-4 (PHQ-4) is a widely used screening measure for depression and anxiety.BACKGROUNDThe four-item Patient Health Questionnaire-4 (PHQ-4) is a widely used screening measure for depression and anxiety.This study aimed to test factor structure and measurement invariance in an adult sample of the general population across seven European countries.OBJECTIVESThis study aimed to test factor structure and measurement invariance in an adult sample of the general population across seven European countries.A total sample of 9230 adults, 71.3 % female, Mage = 44.35 (SD = 14.11) from seven countries (Austria, Croatia, Georgia, Germany, Lithuania, Portugal, and Sweden) participated in the study. We applied confirmatory factor analysis (CFA) to examine the factor structure and measurement invariance testing to evaluate measurement equivalence across countries, gender, and age groups.METHODA total sample of 9230 adults, 71.3 % female, Mage = 44.35 (SD = 14.11) from seven countries (Austria, Croatia, Georgia, Germany, Lithuania, Portugal, and Sweden) participated in the study. We applied confirmatory factor analysis (CFA) to examine the factor structure and measurement invariance testing to evaluate measurement equivalence across countries, gender, and age groups.The CFA yielded that a two-factor PHQ-4 model with separate depression and anxiety factors had the best fit. Partial scalar measurement invariance was established across different groups based on gender, age, and country.RESULTSThe CFA yielded that a two-factor PHQ-4 model with separate depression and anxiety factors had the best fit. Partial scalar measurement invariance was established across different groups based on gender, age, and country.The PHQ-4 is a valid and reliable measure that can be applied to screen for depression and anxiety in the general population.CONCLUSIONSThe PHQ-4 is a valid and reliable measure that can be applied to screen for depression and anxiety in the general population.The limitation of the study includes the sampling, which resulted in the sample structure with the majority of females, predominantly of high education and from urban communities.LIMITATIONSThe limitation of the study includes the sampling, which resulted in the sample structure with the majority of females, predominantly of high education and from urban communities.
AbstractBackgroundThe four-item Patient Health Questionnaire-4 (PHQ-4) is a widely used screening measure for depression and anxiety. ObjectivesThis study aimed to test factor structure and measurement invariance in an adult sample of the general population across seven European countries. MethodA total sample of 9230 adults, 71.3 % female, M age = 44.35 ( SD = 14.11) from seven countries (Austria, Croatia, Georgia, Germany, Lithuania, Portugal, and Sweden) participated in the study. We applied confirmatory factor analysis (CFA) to examine the factor structure and measurement invariance testing to evaluate measurement equivalence across countries, gender, and age groups. ResultsThe CFA yielded that a two-factor PHQ-4 model with separate depression and anxiety factors had the best fit. Partial scalar measurement invariance was established across different groups based on gender, age, and country. ConclusionsThe PHQ-4 is a valid and reliable measure that can be applied to screen for depression and anxiety in the general population. LimitationsThe limitation of the study includes the sampling, which resulted in the sample structure with the majority of females, predominantly of high education and from urban communities.
The four-item Patient Health Questionnaire-4 (PHQ-4) is a widely used screening measure for depression and anxiety. This study aimed to test factor structure and measurement invariance in an adult sample of the general population across seven European countries. A total sample of 9230 adults, 71.3 % female, Mage = 44.35 (SD = 14.11) from seven countries (Austria, Croatia, Georgia, Germany, Lithuania, Portugal, and Sweden) participated in the study. We applied confirmatory factor analysis (CFA) to examine the factor structure and measurement invariance testing to evaluate measurement equivalence across countries, gender, and age groups. The CFA yielded that a two-factor PHQ-4 model with separate depression and anxiety factors had the best fit. Partial scalar measurement invariance was established across different groups based on gender, age, and country. The PHQ-4 is a valid and reliable measure that can be applied to screen for depression and anxiety in the general population. The limitation of the study includes the sampling, which resulted in the sample structure with the majority of females, predominantly of high education and from urban communities. •A structure validity of the PHQ-4 with two factors of anxiety and depression has been confirmed in a large European sample.•The PHQ-4 measurement invariance across gender, age groups, and seven European countries have been supported.•The PHQ-4 is recommended for screening of anxiety and depression.
The four-item Patient Health Questionnaire-4 (PHQ-4) is a widely used screening measure for depression and anxiety. This study aimed to test factor structure and measurement invariance in an adult sample of the general population across seven European countries. A total sample of 9230 adults, 71.3 % female, M  = 44.35 (SD = 14.11) from seven countries (Austria, Croatia, Georgia, Germany, Lithuania, Portugal, and Sweden) participated in the study. We applied confirmatory factor analysis (CFA) to examine the factor structure and measurement invariance testing to evaluate measurement equivalence across countries, gender, and age groups. The CFA yielded that a two-factor PHQ-4 model with separate depression and anxiety factors had the best fit. Partial scalar measurement invariance was established across different groups based on gender, age, and country. The PHQ-4 is a valid and reliable measure that can be applied to screen for depression and anxiety in the general population. The limitation of the study includes the sampling, which resulted in the sample structure with the majority of females, predominantly of high education and from urban communities.
Background: The four-item Patient Health Questionnaire-4 (PHQ-4) is a widely used screening measure for depression and anxiety. Objectives: This study aimed to test factor structure and measurement invariance in an adult sample of the general population across seven European countries. Method: A total sample of 9230 adults, 71.3 % female, Mage = 44.35 (SD = 14.11) from seven countries (Austria, Croatia, Georgia, Germany, Lithuania, Portugal, and Sweden) participated in the study. We applied confirmatory factor analysis (CFA) to examine the factor structure and measurement invariance testing to evaluate mea-surement equivalence across countries, gender, and age groups. Results: The CFA yielded that a two-factor PHQ-4 model with separate depression and anxiety factors had the best fit. Partial scalar measurement invariance was established across different groups based on gender, age, and country. Conclusions: The PHQ-4 is a valid and reliable measure that can be applied to screen for depression and anxiety in the general population. Limitations: The limitation of the study includes the sampling, which resulted in the sample structure with the majority of females, predominantly of high education and from urban communities.
Author Johannesson, Kerstin Bergh
Bondjers, Kristina
Javakhishvili, Jana Darejan
Grajewski, Piotr
Anastassiou-Hadjicharalambous, Xenia
Gelezelyte, Odeta
Kazlauskas, Evaldas
Soydas, Suzan
Tsiskarishvili, Lela
Böttche, Maria
Bagaric, Ines Rezo
Schäfer, Ingo
Dragan, Małgorzata
Lueger-Schuster, Brigitte
Lotzin, Annett
Ajdukovic, Dean
Zrnic Novakovic, Irina
Sales, Luisa
Kvedaraite, Monika
Figueiredo-Braga, Margarida
Lioupi, Chrysanthi
Mouthaan, Joanne
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Keywords Confirmatory factor analysis
Screening
PHQ-4
Depression
Anxiety
Measurement invariance
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Snippet The four-item Patient Health Questionnaire-4 (PHQ-4) is a widely used screening measure for depression and anxiety. This study aimed to test factor structure...
AbstractBackgroundThe four-item Patient Health Questionnaire-4 (PHQ-4) is a widely used screening measure for depression and anxiety. ObjectivesThis study...
The four-item Patient Health Questionnaire-4 (PHQ-4) is a widely used screening measure for depression and anxiety.BACKGROUNDThe four-item Patient Health...
Background: The four-item Patient Health Questionnaire-4 (PHQ-4) is a widely used screening measure for depression and anxiety. Objectives: This study aimed to...
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StartPage 18
SubjectTerms Adult
Anxiety
Anxiety - diagnosis
Anxiety - epidemiology
Anxiety Disorders - diagnosis
Confirmatory factor analysis
Depression
Depression - diagnosis
Depression - epidemiology
Europe
Factor Analysis, Statistical
Female
Humans
Male
Measurement invariance
Patient Health Questionnaire
PHQ-4
Psychiatric/Mental Health
Psychometrics
Reproducibility of Results
Screening
Surveys and Questionnaires
Title Psychometric properties of the Patient Health Questionnaire-4 (PHQ-4) in 9230 adults across seven European countries: Findings from the ESTSS ADJUST study
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https://dx.doi.org/10.1016/j.jad.2023.05.007
https://www.ncbi.nlm.nih.gov/pubmed/37164064
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https://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-508425
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