{"doi":"10.1016/j.jad.2026.121246","title":"Within-individual variation of depression symptom measurement instruments in primary care: a retrospective cohort study","abstract":null,"journal":"Journal of Affective Disorders","year":2026,"id":618132,"datarank":0.10397207708399181,"base_score":0.6931471805599453,"endowment":0.6931471805599453,"self_citation_contribution":0.10397207708399181,"citation_network_contribution":0.0,"self_endowment_contribution":0.10397207708399181,"citer_contribution":0.0,"corpus_percentile":null,"corpus_rank":null,"citation_count":1,"citer_count":0,"citers_with_citation_signal":0,"citers_with_endowment":0,"datacite_reuse_total":0,"is_dataset":false,"is_dataset_confidence":null,"is_data_producer":false,"deposit_databanks":null,"is_oa":false,"file_count":0,"downloads":0,"has_version_chain":false,"published_date":null,"fair_score":null,"fair_percentile":null,"algorithm_id":"datarank_citation_only_1hop_v6","ranking_scope":"data_only","authors":[{"id":239589,"name":"Alice Sitch","orcid":"0000-0001-7727-4497","position":1,"is_corresponding":false},{"id":1594414,"name":"Tom Marshall","orcid":null,"position":2,"is_corresponding":false},{"id":1594413,"name":"Alex Gough","orcid":"0000-0001-6954-7408","position":0,"is_corresponding":false}],"reference_count":0,"raw_metadata":{"has_enrichment":true,"resolved":true,"title":"Within-individual variation of depression symptom measurement instruments in primary care: a retrospective cohort study","abstract":"Depression symptom measurement instruments such as PHQ-9, HADS and BDI are used to aid in the diagnosis and management of depression. Variation in within-individual depression symptom measurements may affect their clinical utility but estimates of this variation are currently almost non-existent. Data on PHQ-9, HADS and BDI results and sociodemographic, lifestyle and comorbidity covariates were extracted from the CPRD database. A minimum of four measurements in the same individual was the only inclusion criterion. Within-individual measured variation was calculated as a coefficient of variation (CV) using a linear regression random effects model. 195,171 participants had at least four measures of PHQ-9 after impossible values were excluded. For HADS, this figure was 8231 participants and for BDI 215, making this by far the largest study of variation of depression symptom measurement instruments to date. The overall total coefficient of variation (CV T) (95% confidence interval) was 0.412 (0.411 to 0.413) for PHQ-9, 0.370 (0.365 to 0.374) for HADS and 0.763 (0.701 to 0.826) for BDI. In contrast to studies of variation of other tests, variation decreased with increased mean patient score (i.e. variation decreased with worsening disease severity). Estimated within-individual variation in this analysis of real-world data is very high and has not previously been reported. Variation decreases with patient mean score. The high within-individual variation of depression measurement instruments and the higher estimated variation in less severely affected patients have important implications for the diagnosis, monitoring and clinical decision-making for depression. • Very limited research has been undertaken on within-individual variation in measured characteristics in the field of psychiatry. • This retrospective cohort study aimed to use real-world data to estimate total within-individual variation of the depression symptom measurement instruments • The estimated within-individual variation in this analysis of real-world data is very high and has not previously been reported. • Unexpectedly, variation decreases with increasing patient mean score i.e. more severe symptoms. • The high within-individual variation of depression measurement instruments and the higher estimated variation in less severely affected patients have important implications for the diagnosis, monitoring and clinical decision-making for depression.","is_dataset_classified":null,"base_score":0.6931471805599453,"endowment":0.6931471805599453,"datacite_reuse_total":0,"file_count":0,"downloads":0,"views":0,"has_version_chain":false,"is_dataset":false,"is_oa":false,"pmid":"41633450","pmcid":null,"openalex_id":"https://openalex.org/W7127044849","authors":[],"funders":[{"funder_name":"National Institute on Handicapped Research","grant_id":"","title":null},{"funder_name":"Birmingham Biomedical Research Centre","grant_id":"","title":null}],"total_grants":2,"fwci":6.9633,"citation_percentile":0.92339131,"influential_citations":0,"citation_trend":[{"year":2026,"count":1}],"oa_status":"hybrid","license":"cc-by","oa_locations":[{"url":"https://doi.org/10.1016/j.jad.2026.121246","host_type":"journal"},{"url":"https://doi.org/10.1016/j.jad.2026.121246","host_type":"publisher"},{"url":"https://api.elsevier.com/content/article/PII:S0165032726000972?httpAccept=text/xml","host_type":"publisher"},{"url":"https://api.elsevier.com/content/article/PII:S0165032726000972?httpAccept=text/plain","host_type":"publisher"},{"url":"https://pubmed.ncbi.nlm.nih.gov/41633450","host_type":"repository"},{"url":"https://research.birmingham.ac.uk/en/publications/7ffbdf6c-9f69-469a-afac-9eba17b536eb","host_type":"repository"},{"url":"https://pure-oai.bham.ac.uk/ws/files/292551429/GoughA2026Withinindividual.pdf","host_type":"repository"}],"fields_of_study":["Treatment of Major Depression","Mental Health Treatment and Access","Digital Mental Health Interventions","Humans","Primary Health Care","Female","Retrospective Studies","Male","Depression","Middle Aged","Psychiatric Status Rating Scales","Adult","Depressive Disorder","Aged"],"mesh_terms":["Adult","Aged","Depression","Depressive Disorder","Female","Humans","Male","Middle Aged","Primary Health Care","Psychiatric Status Rating Scales","Retrospective Studies"],"keywords":["Depression (economics)","Variation (astronomy)","Coefficient of variation","Retrospective cohort study","Covariate","Comorbidity","Explained variation","Cohort study","Variability","Depression","Phq-9"],"sdg_mappings":[{"sdg_number":0,"sdg_label":"Reduced inequalities"}],"linked_datasets":[],"clinical_trials":[],"software_tools":[],"database_accessions":[],"source":"live","citation_network_status":"fetched"},"created_at":"2026-08-03T03:33:19.857865Z","pmid":null,"pmcid":null,"fwci":null,"citation_percentile":null,"influential_citations":0,"oa_status":null,"license":null,"views":0,"total_file_size_bytes":0,"version_count":0,"fair_f":null,"fair_a":null,"fair_i":null,"fair_r":null,"fair_zscore":null,"fair_rationale":null,"fair_model":null,"fair_agent_version":null,"fair_fulltext_source":null,"fair_has_llm":null,"fair_computed_at":null,"clinical_trials":[],"software_tools":[],"db_accessions":[],"linked_datasets":[],"topics":[]}