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Published in: BMC Psychiatry 1/2024

Open Access 01-12-2024 | Mood Disorders | Research

A Chinese adaptation of the Patient Health Questionnaire for Adolescents (PHQ-A): factor structure and psychometric properties

Authors: Yu-Qi Chen, Xiao-Jie Huang, Fan Yang, Jing-Jing Yang, Jing Zhong, Kai-Min Yao, Jing-Xiao Kuang, Ming-Zhi Xu

Published in: BMC Psychiatry | Issue 1/2024

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Abstract

Background

To examine the factor structure and psychometric properties of the Patient Health Questionnaire for Adolescents (PHQ-A) in Chinese children and adolescents with major depressive disorder (MDD).

Methods

A total of 248 MDD patients aged between 12 and 18 years were recruited and evaluated by the Patient Health Questionnaire for Adolescents (PHQ-A), the Center for Epidemiological Survey Depression Scale (CES-D), the Mood and Feelings Questionnaire (MFQ), and the improved Clinical Global Impression Scale, Severity item (iCGI-S). Thirty-one patients were selected randomly to complete the PHQ-A again one week later. Confirmatory factor analysis (CFA) was used to test the construct validity of the scale. Reliability was evaluated by Macdonald Omega coefficient. Pearson correlation coefficient was used to assess the item-total correlation and the correlation of PHQ-A with CES-D and MFQ respectively. Spearman correlation coefficient was used to assess test-retest reliability. The optimal cut-off value, sensitivity, and specificity of the PHQ-A were achieved by estimating the Receiver Operating Characteristics (ROC) curve.

Results

CFA reported adequate loadings for all items, except for item 3. Macdonald Omega coefficient of the PHQ-A was 0.87. The Spearman correlation coefficient of the test-retest reliability was 0.70. The Pearson correlation coefficients of the PHQ-A with CES-D and MFQ were 0.87 and 0.85, respectively (p < 0.01). By taking the iCGI-S as the remission criteria for MDD, the optimal cut-off value, sensitivity and specificity of the PHQ-A were 7, 98.7%, 94.7% respectively.

Conclusion

The PHQ-A presented as a unidimensional construct and demonstrated satisfactory reliability and validity among the Chinese children and adolescents with MDD. A cut-off value of 7 was suggested for remission.
Literature
1.
go back to reference Markkula N, Zitko P, Peña S, Margozzini P, Retamal CP. Prevalence, trends, correlates and treatment of depression in Chile in 2003 to 2010. Soc Psychiatry Psychiatr Epidemiol. 2017;52(4):399–409.CrossRefPubMed Markkula N, Zitko P, Peña S, Margozzini P, Retamal CP. Prevalence, trends, correlates and treatment of depression in Chile in 2003 to 2010. Soc Psychiatry Psychiatr Epidemiol. 2017;52(4):399–409.CrossRefPubMed
2.
go back to reference Bromet E, Andrade LH, Hwang I, Sampson NA, Alonso J, de Girolamo G, de Graaf R, Demyttenaere K, Hu C, Iwata N, et al. Cross-national epidemiology of DSM-IV major depressive episode. BMC Med. 2011;9:90.CrossRefPubMedPubMedCentral Bromet E, Andrade LH, Hwang I, Sampson NA, Alonso J, de Girolamo G, de Graaf R, Demyttenaere K, Hu C, Iwata N, et al. Cross-national epidemiology of DSM-IV major depressive episode. BMC Med. 2011;9:90.CrossRefPubMedPubMedCentral
3.
go back to reference Cho MJ, Seong SJ, Park JE, Chung IW, Lee YM, Bae A, Ahn JH, Lee DW, Bae JN, Cho SJ, et al. Prevalence and Correlates of DSM-IV Mental Disorders in South Korean Adults: The Korean Epidemiologic Catchment Area Study 2011. Psychiatry Investig. 2015;12(2):164–70.CrossRefPubMedPubMedCentral Cho MJ, Seong SJ, Park JE, Chung IW, Lee YM, Bae A, Ahn JH, Lee DW, Bae JN, Cho SJ, et al. Prevalence and Correlates of DSM-IV Mental Disorders in South Korean Adults: The Korean Epidemiologic Catchment Area Study 2011. Psychiatry Investig. 2015;12(2):164–70.CrossRefPubMedPubMedCentral
4.
go back to reference Huang Y, Wang Y, Wang H, Liu Z, Yu X, Yan J, Yu Y, Kou C, Xu X, Lu J, et al. Prevalence of mental disorders in China: a cross-sectional epidemiological study. Lancet Psychiatry. 2019;6(3):211–24.CrossRefPubMed Huang Y, Wang Y, Wang H, Liu Z, Yu X, Yan J, Yu Y, Kou C, Xu X, Lu J, et al. Prevalence of mental disorders in China: a cross-sectional epidemiological study. Lancet Psychiatry. 2019;6(3):211–24.CrossRefPubMed
5.
go back to reference GBD 2019 Mental Disorders Collaborators. Global, regional, and national burden of 12 mental disorders in 204 countries and territories, 1990–2019: a systematic analysis for the Global Burden of Disease Study 2019. Lancet Psychiatry. 2022;9(2):137–50. GBD 2019 Mental Disorders Collaborators. Global, regional, and national burden of 12 mental disorders in 204 countries and territories, 1990–2019: a systematic analysis for the Global Burden of Disease Study 2019. Lancet Psychiatry. 2022;9(2):137–50.
7.
go back to reference Li JY, Li J, Liang JH, Qian S, Jia RX, Wang YQ, Xu Y. Depressive Symptoms Among Children and Adolescents in China: A Systematic Review and Meta-Analysis. Med Sci Monit. 2019;25:7459–70.CrossRefPubMedPubMedCentral Li JY, Li J, Liang JH, Qian S, Jia RX, Wang YQ, Xu Y. Depressive Symptoms Among Children and Adolescents in China: A Systematic Review and Meta-Analysis. Med Sci Monit. 2019;25:7459–70.CrossRefPubMedPubMedCentral
8.
go back to reference Polanczyk GV, Salum GA, Sugaya LS, Caye A, Rohde LA. Annual research review: A meta-analysis of the worldwide prevalence of mental disorders in children and adolescents. J Child Psychol Psychiatry. 2015;56(3):345–65.CrossRefPubMed Polanczyk GV, Salum GA, Sugaya LS, Caye A, Rohde LA. Annual research review: A meta-analysis of the worldwide prevalence of mental disorders in children and adolescents. J Child Psychol Psychiatry. 2015;56(3):345–65.CrossRefPubMed
9.
go back to reference Cuijpers P, Smit F. Subthreshold depression as a risk indicator for major depressive disorder: a systematic review of prospective studies. Acta Psychiatr Scand. 2004;109(5):325–31.CrossRefPubMed Cuijpers P, Smit F. Subthreshold depression as a risk indicator for major depressive disorder: a systematic review of prospective studies. Acta Psychiatr Scand. 2004;109(5):325–31.CrossRefPubMed
10.
11.
go back to reference Löwe B, Unützer J, Callahan CM, Perkins AJ, Kroenke K. Monitoring depression treatment outcomes with the patient health questionnaire-9. Med Care. 2004;42(12):1194–201.CrossRefPubMed Löwe B, Unützer J, Callahan CM, Perkins AJ, Kroenke K. Monitoring depression treatment outcomes with the patient health questionnaire-9. Med Care. 2004;42(12):1194–201.CrossRefPubMed
12.
go back to reference Siu AL. Screening for Depression in Children and Adolescents: U.S. Preventive Services Task Force Recommendation Statement. Ann Intern Med. 2016;164(5):360–6.CrossRefPubMed Siu AL. Screening for Depression in Children and Adolescents: U.S. Preventive Services Task Force Recommendation Statement. Ann Intern Med. 2016;164(5):360–6.CrossRefPubMed
13.
go back to reference Adli M, Bauer M, Rush AJ. Algorithms and collaborative-care systems for depression: are they effective and why? A systematic review. Biol Psychiatry. 2006;59(11):1029–38.CrossRefPubMed Adli M, Bauer M, Rush AJ. Algorithms and collaborative-care systems for depression: are they effective and why? A systematic review. Biol Psychiatry. 2006;59(11):1029–38.CrossRefPubMed
14.
go back to reference Forman-Hoffman VL, Viswanathan M. Screening for Depression in Pediatric Primary Care. Curr Psychiatry Rep. 2018;20(8):62.CrossRefPubMed Forman-Hoffman VL, Viswanathan M. Screening for Depression in Pediatric Primary Care. Curr Psychiatry Rep. 2018;20(8):62.CrossRefPubMed
15.
go back to reference Allgaier AK, Pietsch K, Frühe B, Sigl-Glöckner J, Schulte-Körne G. Screening for depression in adolescents: validity of the patient health questionnaire in pediatric care. Depress Anxiety. 2012;29(10):906–13.CrossRefPubMed Allgaier AK, Pietsch K, Frühe B, Sigl-Glöckner J, Schulte-Körne G. Screening for depression in adolescents: validity of the patient health questionnaire in pediatric care. Depress Anxiety. 2012;29(10):906–13.CrossRefPubMed
16.
go back to reference Richardson LP, McCauley E, Grossman DC, McCarty CA, Richards J, Russo JE, Rockhill C, Katon W. Evaluation of the Patient Health Questionnaire-9 Item for detecting major depression among adolescents. Pediatrics. 2010;126(6):1117–23.CrossRefPubMed Richardson LP, McCauley E, Grossman DC, McCarty CA, Richards J, Russo JE, Rockhill C, Katon W. Evaluation of the Patient Health Questionnaire-9 Item for detecting major depression among adolescents. Pediatrics. 2010;126(6):1117–23.CrossRefPubMed
17.
go back to reference Fonseca-Pedrero E, Díez-Gómez A, Pérez-Albéniz A, Al-Halabí S, Lucas-Molina B, Debbané M. Youth screening depression: Validation of the Patient Health Questionnaire-9 (PHQ-9) in a representative sample of adolescents. Psychiatry Res. 2023;328: 115486.CrossRefPubMed Fonseca-Pedrero E, Díez-Gómez A, Pérez-Albéniz A, Al-Halabí S, Lucas-Molina B, Debbané M. Youth screening depression: Validation of the Patient Health Questionnaire-9 (PHQ-9) in a representative sample of adolescents. Psychiatry Res. 2023;328: 115486.CrossRefPubMed
19.
go back to reference Kroenke K, Spitzer RL. The PHQ-9: A new depression diagnostic and severity measure. Psychiatr Ann. 2002;32(9):509–15.CrossRef Kroenke K, Spitzer RL. The PHQ-9: A new depression diagnostic and severity measure. Psychiatr Ann. 2002;32(9):509–15.CrossRef
20.
go back to reference Ganguly S, Samanta M, Roy P, Chatterjee S, Kaplan DW, Basu B. Patient health questionnaire-9 as an effective tool for screening of depression among Indian adolescents. J Adolesc Health. 2013;52(5):546–51.CrossRefPubMed Ganguly S, Samanta M, Roy P, Chatterjee S, Kaplan DW, Basu B. Patient health questionnaire-9 as an effective tool for screening of depression among Indian adolescents. J Adolesc Health. 2013;52(5):546–51.CrossRefPubMed
21.
go back to reference Crowe M, Ward N, Dunnachie B, Roberts M. Characteristics of adolescent depression. Int J Ment Health Nurs. 2006;15(1):10–8.CrossRefPubMed Crowe M, Ward N, Dunnachie B, Roberts M. Characteristics of adolescent depression. Int J Ment Health Nurs. 2006;15(1):10–8.CrossRefPubMed
22.
go back to reference Stringaris A. Irritability in children and adolescents: a challenge for DSM-5. Eur Child Adolesc Psychiatry. 2011;20(2):61–6.CrossRefPubMed Stringaris A. Irritability in children and adolescents: a challenge for DSM-5. Eur Child Adolesc Psychiatry. 2011;20(2):61–6.CrossRefPubMed
23.
go back to reference Uher R, Payne JL, Pavlova B, Perlis RH. Major depressive disorder in DSM-5: implications for clinical practice and research of changes from DSM-IV. Depress Anxiety. 2014;31(6):459–71.CrossRefPubMed Uher R, Payne JL, Pavlova B, Perlis RH. Major depressive disorder in DSM-5: implications for clinical practice and research of changes from DSM-IV. Depress Anxiety. 2014;31(6):459–71.CrossRefPubMed
24.
go back to reference Johnson JG, Harris ES, Spitzer RL, Williams JB. The patient health questionnaire for adolescents: validation of an instrument for the assessment of mental disorders among adolescent primary care patients. J Adolescent Health. 2002;30(3):196–204.CrossRef Johnson JG, Harris ES, Spitzer RL, Williams JB. The patient health questionnaire for adolescents: validation of an instrument for the assessment of mental disorders among adolescent primary care patients. J Adolescent Health. 2002;30(3):196–204.CrossRef
25.
go back to reference Nandakumar AL, Vande Voort JL, Nakonezny PA, Orth SS, Romanowicz M, Sonmez AI, Ward JA, Rackley SJ, Huxsahl JE, Croarkin PE. Psychometric Properties of the Patient Health Questionnaire-9 Modified for Major Depressive Disorder in Adolescents. J Child Adolesc Psychopharmacol. 2019;29(1):34–40.CrossRefPubMedPubMedCentral Nandakumar AL, Vande Voort JL, Nakonezny PA, Orth SS, Romanowicz M, Sonmez AI, Ward JA, Rackley SJ, Huxsahl JE, Croarkin PE. Psychometric Properties of the Patient Health Questionnaire-9 Modified for Major Depressive Disorder in Adolescents. J Child Adolesc Psychopharmacol. 2019;29(1):34–40.CrossRefPubMedPubMedCentral
26.
go back to reference Al-Amer R, Maneze D, Ramjan L, Villarosa AR, Darwish R, Salamonson Y. Psychometric testing of the Arabic version of the Patient Health Questionnaire among adolescent refugees living in Jordan. Int J Ment Health Nurs. 2020;29(4):685–92.CrossRefPubMed Al-Amer R, Maneze D, Ramjan L, Villarosa AR, Darwish R, Salamonson Y. Psychometric testing of the Arabic version of the Patient Health Questionnaire among adolescent refugees living in Jordan. Int J Ment Health Nurs. 2020;29(4):685–92.CrossRefPubMed
27.
go back to reference Lovero KL, Adam SE, Bila CE, Canda ED, Fernandes ME, Rodrigues TIB, Sander MCT, Mellins CA, Duarte CS, Dos Santos PF, et al. Validation of brief screening instruments for internalizing and externalizing disorders in Mozambican adolescents. BMC Psychiatry. 2022;22(1):549.CrossRefPubMedPubMedCentral Lovero KL, Adam SE, Bila CE, Canda ED, Fernandes ME, Rodrigues TIB, Sander MCT, Mellins CA, Duarte CS, Dos Santos PF, et al. Validation of brief screening instruments for internalizing and externalizing disorders in Mozambican adolescents. BMC Psychiatry. 2022;22(1):549.CrossRefPubMedPubMedCentral
28.
go back to reference Naveed S, Waqas A, Memon AR, Jabeen M, Sheikh MH. Cross-cultural validation of the Urdu translation of the Patient Health Questionnaire for Adolescents among children and adolescents at a Pakistani school. Public Health. 2019;168:59–66.CrossRefPubMed Naveed S, Waqas A, Memon AR, Jabeen M, Sheikh MH. Cross-cultural validation of the Urdu translation of the Patient Health Questionnaire for Adolescents among children and adolescents at a Pakistani school. Public Health. 2019;168:59–66.CrossRefPubMed
29.
go back to reference Panyawong W, Pavasuthipaisit C, Santitadakul R. Validation of the Thai Version of the Patient Health Questionnaire for Adolescents (PHQ-A) in adolescent psychiatric patients. 2020;1(8):30–40. Panyawong W, Pavasuthipaisit C, Santitadakul R. Validation of the Thai Version of the Patient Health Questionnaire for Adolescents (PHQ-A) in adolescent psychiatric patients. 2020;1(8):30–40.
30.
go back to reference Anthoine E, Moret L, Regnault A, Sébille V, Hardouin JB. Sample size used to validate a scale: a review of publications on newly-developed patient reported outcomes measures. Health Qual Life Outcomes. 2014;12:176.CrossRefPubMed Anthoine E, Moret L, Regnault A, Sébille V, Hardouin JB. Sample size used to validate a scale: a review of publications on newly-developed patient reported outcomes measures. Health Qual Life Outcomes. 2014;12:176.CrossRefPubMed
31.
go back to reference Radloff LS. The CES-D Scale: A Self-Report Depression Scale for Research in the General Population. Appl Psychol Meas. 1977;1(3):385–401.CrossRef Radloff LS. The CES-D Scale: A Self-Report Depression Scale for Research in the General Population. Appl Psychol Meas. 1977;1(3):385–401.CrossRef
32.
go back to reference Cheng CP, Yen CF, Ko CH, Yen JY. Factor structure of the Center for Epidemiologic Studies Depression Scale in Taiwanese adolescents. Compr Psychiatry. 2012;53(3):299–307.CrossRefPubMed Cheng CP, Yen CF, Ko CH, Yen JY. Factor structure of the Center for Epidemiologic Studies Depression Scale in Taiwanese adolescents. Compr Psychiatry. 2012;53(3):299–307.CrossRefPubMed
33.
go back to reference Lee SW, Stewart SM, Byrne BM, Wong JP, Ho SY, Lee PW, Lam TH. Factor structure of the Center for Epidemiological Studies Depression Scale in Hong Kong adolescents. J Pers Assess. 2008;90(2):175–84.CrossRefPubMed Lee SW, Stewart SM, Byrne BM, Wong JP, Ho SY, Lee PW, Lam TH. Factor structure of the Center for Epidemiological Studies Depression Scale in Hong Kong adolescents. J Pers Assess. 2008;90(2):175–84.CrossRefPubMed
34.
go back to reference Wang M, Armour C, Wu Y, Ren F, Zhu X, Yao S. Factor structure of the CES-D and measurement invariance across gender in Mainland Chinese adolescents. J Clin Psychol. 2013;69(9):966–79.CrossRefPubMed Wang M, Armour C, Wu Y, Ren F, Zhu X, Yao S. Factor structure of the CES-D and measurement invariance across gender in Mainland Chinese adolescents. J Clin Psychol. 2013;69(9):966–79.CrossRefPubMed
35.
go back to reference Wood A, Kroll L, Moore A, Harrington R. Properties of the mood and feelings questionnaire in adolescent psychiatric outpatients: a research note. J Child Psychol Psychiatry. 1995;36(2):327–34.CrossRefPubMed Wood A, Kroll L, Moore A, Harrington R. Properties of the mood and feelings questionnaire in adolescent psychiatric outpatients: a research note. J Child Psychol Psychiatry. 1995;36(2):327–34.CrossRefPubMed
36.
go back to reference Cao FL, Su LY, Cheng PX. Reliability and Validity of the Mood and Feelings Questionnaire in Chinese Adolescents (in Chinese). Chin J Clin Psychol. 2009;17:440–2. Cao FL, Su LY, Cheng PX. Reliability and Validity of the Mood and Feelings Questionnaire in Chinese Adolescents (in Chinese). Chin J Clin Psychol. 2009;17:440–2.
37.
go back to reference Guy W. Clinical Global Impression Scale. ECDEU Assessment Manual for Psychopharmacology, Revised (DHEW Publ. No. ADM 76-338). Rockville: National Institute of Mental Health; 1976. p. 218–222. Guy W. Clinical Global Impression Scale. ECDEU Assessment Manual for Psychopharmacology, Revised (DHEW Publ. No. ADM 76-338). Rockville: National Institute of Mental Health; 1976. p. 218–222.
38.
go back to reference Kadouri A, Corruble E, Falissard B. The improved Clinical Global Impression Scale (iCGI): development and validation in depression. BMC Psychiatry. 2007;7:7.CrossRefPubMedPubMedCentral Kadouri A, Corruble E, Falissard B. The improved Clinical Global Impression Scale (iCGI): development and validation in depression. BMC Psychiatry. 2007;7:7.CrossRefPubMedPubMedCentral
39.
go back to reference Bentler P, Bonett M, Douglas G. Significance tests and goodness of fit in the analysis of covariance structures. Psychol Bull. 1980;88(3):588–606.CrossRef Bentler P, Bonett M, Douglas G. Significance tests and goodness of fit in the analysis of covariance structures. Psychol Bull. 1980;88(3):588–606.CrossRef
40.
go back to reference Steiger JH. Structural Model Evaluation and Modification: An Interval Estimation Approach. Multivar Behav Res. 1990;25(2):173–80.CrossRef Steiger JH. Structural Model Evaluation and Modification: An Interval Estimation Approach. Multivar Behav Res. 1990;25(2):173–80.CrossRef
41.
go back to reference Browne MW, Cudeck R. Alternative ways of assessing model fit. Sociological Methods & Research. 1993;154(2):132–62. Browne MW, Cudeck R. Alternative ways of assessing model fit. Sociological Methods & Research. 1993;154(2):132–62.
42.
go back to reference Jöreskog KG, Sörbom D. Lisrel 8: Structural Equation Modeling With the Simplis Command Language; Lincolnwood: Scientific Software International, Inc; 1993. Jöreskog KG, Sörbom D. Lisrel 8: Structural Equation Modeling With the Simplis Command Language; Lincolnwood: Scientific Software International, Inc; 1993.
43.
go back to reference Dancey CP, Reidy J: Statistics Without Maths for Psychology (7th edition); 2017. Dancey CP, Reidy J: Statistics Without Maths for Psychology (7th edition); 2017.
44.
go back to reference Riedel M, et al. Response and remission criteria in major depression–a validation of current practice. J Psychiatr Res. 2010;44(15):1063–8.CrossRefPubMed Riedel M, et al. Response and remission criteria in major depression–a validation of current practice. J Psychiatr Res. 2010;44(15):1063–8.CrossRefPubMed
45.
go back to reference Keller MB. Past, present, and future directions for defining optimal treatment outcome in depression: remission and beyond. JAMA. 2003;289(23):3152–60.CrossRefPubMed Keller MB. Past, present, and future directions for defining optimal treatment outcome in depression: remission and beyond. JAMA. 2003;289(23):3152–60.CrossRefPubMed
Metadata
Title
A Chinese adaptation of the Patient Health Questionnaire for Adolescents (PHQ-A): factor structure and psychometric properties
Authors
Yu-Qi Chen
Xiao-Jie Huang
Fan Yang
Jing-Jing Yang
Jing Zhong
Kai-Min Yao
Jing-Xiao Kuang
Ming-Zhi Xu
Publication date
01-12-2024
Publisher
BioMed Central
Published in
BMC Psychiatry / Issue 1/2024
Electronic ISSN: 1471-244X
DOI
https://doi.org/10.1186/s12888-024-05783-3

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