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 in | Journal of affective disorders Vol. 335; pp. 18 - 23 |
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Main Authors | , , , , , , , , , , , , , , , , , , , , , |
Format | Journal Article |
Language | English |
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Netherlands
Elsevier B.V
15.08.2023
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Online Access | Get full text |
ISSN | 0165-0327 1573-2517 1573-2517 |
DOI | 10.1016/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. |
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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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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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