Association of depression symptom severity with short-term risk of an initial hospital encounter in adults with major depressive disorder
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Abstract
BACKGROUND: Despite the availability of pharmacologic and nonpharmacologic treatment options, depression continues to be one of the leading causes of disability worldwide. This study evaluated whether depression symptom severity, as measured by PHQ-9 score, of patients diagnosed with MDD is associated with short-term risk of a hospital encounter (ER visit or inpatient stay). METHODS: Adults with ≥1 PHQ-9 assessment in an outpatient setting (index date) and ≥ 1 MDD diagnosis within 6 months prior were included from the de-identified Optum Electronic Health Record database (April 2016-June 2019). Patients were categorized by depression symptom severity based on PHQ-9 scores obtained by natural language processing. Crude rates, adjusted absolute risks, and adjusted relative risks of all-cause and MDD-related hospital encounters within 30 days following assessment of depression severity were determined. RESULTS: The study population consisted of 280,145 patients with MDD and ≥ 1 PHQ-9 assessment in an outpatient setting. Based on PHQ-9 scores, 26.9% of patients were categorized as having none/minimal depression symptom severity, 16.4% as mild, 24.7% as moderate, 19.6% as moderately severe, and 12.5% as severe. Among patients with none/minimal, mild, moderate, moderately severe, and severe depression, the adjusted absolute short-term risks of an initial all-cause hospital encounter were 4.1, 4.4, 4.8, 5.6, and 6.5%, respectively; MDD-related hospital encounter adjusted absolute risks were 0.8, 1.0, 1.3, 1.6, and 2.1%, respectively. Compared to patients with none/minimal depression symptom severity, the adjusted relative risks of an all-cause hospital encounter were 1.60 (95% CI 1.50-1.70) for those with severe, 1.36 (1.29-1.44) for those with moderately severe, 1.18 (1.12-1.25) for those with moderate, and 1.07 (1.00-1.13) for those with mild depression symptom severity. CONCLUSIONS: These study findings indicate that depression symptom severity is a key driver of short-term risk of hospital encounters, emphasizing the need for timely interventions that can ameliorate depression symptom severity.
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The severity of depressive symptoms in major depressive disorder is associated with an increased risk of an MDD-related hospital encounter in the short term.
“Additionally, the severity of depressive symptoms in major depressive disorder (MDD) was reported to be associated with an increased risk of an MDD-related hospital encounter in the short term [16].”
From High depression symptomatology and mental pain characterize suicidal psychiatric patients (2022) · cites this paper as [16]
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Cites
Diagnostic and Statistical Manual of Mental Disorders
American Psychiatric Association (2013) · doi:10.1176/appi.books.9780890425596 · Cited by 116,369 · see citing works
The PHQ-9: Validity of a brief depression severity measure
Kroenke, K., Spitzer, R. L., & Williams, J. B. W. (2001) · Journal of General Internal Medicine · doi:10.1046/j.1525-1497.2001.016009606.x · Cited by 44,910 · see citing works
Comorbidity measures for use with administrative data.
Elixhauser, A., Steiner, C., Harris, D. R., & Coffey, R. M. (1998) · Medical Care · doi:10.1097/00005650-199801000-00004 · Cited by 9,921 · see citing works
Depression, chronic diseases, and decrements in health: results from the World Health Surveys
Moussavi, S., Chatterji, S., Verdes, E., Tandon, A., Patel, V., & Ustun, B. (2007) · The Lancet · doi:10.1016/s0140-6736(07)61415-9 · Cited by 4,070 · see citing works
Epidemiology of Adult <i>DSM-5</i> Major Depressive Disorder and Its Specifiers in the United States
Hasin, D. S., Sarvet, A. L., Meyers, J. L., Saha, T. D., Ruan, W. J., Stohl, M., & Grant, B. F. (2018) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2017.4602 · Cited by 1,737 · cited 1× · see citing works
“The American Psychiatric Association has established 9 symptom criteria for diagnosis of MDD in the Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition (DSM-5) [9]; the number, frequency, and intensity of symptoms can range from none/minimal to severe [9, 10].”
MethodLevis, B., Benedetti, A., & Thombs, B. D. (2019) · BMJ · doi:10.1136/bmj.l1476 · Cited by 1,718 · see citing works
Screening for Depression in Adults: US Preventive Services Task Force Recommendation Statement
Siu, A. L., and the US Preventive Services Task Force (USPSTF), Bibbins-Domingo, K., Grossman, D. C., Baumann, L. C., Davidson, K. W., Ebell, M., García, F. A. R., Gillman, M., Herzstein, J., et al. (2016) · JAMA · doi:10.1001/jama.2015.18392 · Cited by 1,407 · see citing works
Monitoring Depression Treatment Outcomes With the Patient Health Questionnaire-9
L??we, B., Un??tzer, J., Callahan, C. M., Perkins, A. J., & Kroenke, K. (2004) · Medical Care · doi:10.1097/00005650-200412000-00006 · Cited by 1,354 · see citing works
Kessler, R. C. (2012) · Psychiatric Clinics of North America · doi:10.1016/j.psc.2011.11.005 · Cited by 871 · see citing works
Screening for Depression in Adults: U.S. Preventive Services Task Force Recommendation Statement
U.S. Preventive Services Task Force* (2009) · Annals of Internal Medicine · doi:10.7326/0003-4819-151-11-200912010-00006 · Cited by 581 · see citing works
Birnbaum, H. G., Kessler, R. C., Kelley, D., Ben-Hamadi, R., Joish, V. N., & Greenberg, P. E. (2010) · Depression and Anxiety · doi:10.1002/da.20580 · Cited by 380 · see citing works
Clinical Predictors of Suicide in Primary Major Depressive Disorder
Coryell, W. H., & Young, E. A. (2005) · The Journal of Clinical Psychiatry · doi:10.4088/jcp.v66n0401 · Cited by 271 · see citing works
Holma, K. M., Melartin, T. K., Haukka, J. K., Holma, I. A. K., Sokero, T. P., & Isometsä, E. T. (2010) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2010.09050627 · Cited by 249 · see citing works
Religious Service Attendance and Lower Depression Among Women—a Prospective Cohort Study
Li, S., Okereke, O. I., Chang, S., Kawachi, I. I., & VanderWeele, T. J. (2016) · Annals of Behavioral Medicine · doi:10.1007/s12160-016-9813-9 · Cited by 205 · see citing works
Spijker, J., de Graaf, R., Bijl, R. V., Beekman, A. T. F., Ormel, J., & Nolen, W. A. (2004) · Acta Psychiatrica Scandinavica · doi:10.1111/j.1600-0447.2004.00335.x · Cited by 158 · see citing works
National Rates and Patterns of Depression Screening in Primary Care: Results From 2012 and 2013
Akıncıgil, A., & Matthews, E. B. (2017) · Psychiatric Services · doi:10.1176/appi.ps.201600096 · Cited by 141 · see citing works
Rhebergen, D., Beekman, A. T. F., de Graaf, R., Nolen, W. A., Spijker, J., Hoogendijk, W. J., & Penninx, B. W. J. H. (2010) · Journal of Affective Disorders · doi:10.1016/j.jad.2009.10.029 · Cited by 127 · see citing works
Prina, A., Cosco, T., Dening, T., Beekman, A., Brayne, C., & Huisman, M. (2015) · Journal of Psychosomatic Research · doi:10.1016/j.jpsychores.2014.11.002 · Cited by 116 · see citing works
Epidemiological and clinical study of autistic children in Yogyakarta, Indonesia.
Wignyosumarto, S., Mukhlas, M., & Shirataki, S. (1992) · PubMed · Cited by 78 · see citing works
Citrome, L., Jain, R., Tung, A., Landsman-Blumberg, P. B., Kramer, K. L., & Ali, S. (2019) · Journal of Affective Disorders · doi:10.1016/j.jad.2019.01.044 · Cited by 67 · see citing works
Zimmerman, M., Walsh, E., Friedman, M., Boerescu, D. A., & Attiullah, N. (2018) · Journal of Affective Disorders · doi:10.1016/j.jad.2017.08.024 · Cited by 63 · see citing works
Valuck, R., Anderson, H. O., Libby, A. M., Brandt, E., Bryan, C., Allen, R. R., Staton, E. W., West, D. R., & Pace, W. D. (2012) · The Journal of the American Board of Family Medicine · doi:10.3122/jabfm.2012.05.110053 · Cited by 54 · see citing works
Depression in Emergency Department Patients and Association with Healthcare Utilization
Beiser, D., Ward, C. E., Vu, M., Laiteerapong, N., & Gibbons, R. (2019) · Academic Emergency Medicine · doi:10.1111/acem.13726 · Cited by 37 · see citing works
Samples, H., Stuart, E. A., Saloner, B. K., Barry, C. L., & Mojtabai, R. (2019) · Journal of General Internal Medicine · doi:10.1007/s11606-019-05192-3 · Cited by 34 · see citing works
Emergency department visits for depression in the United States from 2006 to 2014
Ballou, S., Mitsuhashi, S., Sankin, L. S., Petersen, T. S., Zubiago, J., Lembo, C., Takazawa, E., Katon, J. M., Sommers, T. F., Hirsch, W., et al. (2019) · General Hospital Psychiatry · doi:10.1016/j.genhosppsych.2019.04.015 · Cited by 30 · see citing works
Adekkanattu, P. M., Sholle, E., Deferio, J. J., Pathak, J., Johnson, S. B., & Campion, T. R. (2018) · Europe PMC (PubMed Central) · Cited by 24 · see citing works
Sun, Y., Möller, J., Lundin, A., Wong, S. Y. S., Yip, B. H. K., & Forsell, Y. (2018) · Social Psychiatry and Psychiatric Epidemiology · doi:10.1007/s00127-018-1515-0 · Cited by 23 · see citing works
Symptoms of Major Depressive Disorder Scale: Performance of a Novel Patient-Reported Symptom Measure
Bushnell, D. M., McCarrier, K. P., Bush, E. N., Abraham, L., Jamieson, C., McDougall, F., Trivedi, M. H., Thase, M. E., Carpenter, L. L., & Coons, S. J. (2019) · Value in Health · doi:10.1016/j.jval.2019.02.010 · Cited by 17 · see citing works
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High depression symptomatology and mental pain characterize suicidal psychiatric patients
Pompili, M., Innamorati, M., Erbuto, D., Luciano, M., Sampogna, G., Abbate-Daga, G., Barlati, S., Carmassi, C., Castellini, G., De Fazio, P., et al. (2022) · European Psychiatry · doi:10.1192/j.eurpsy.2022.2312 · Cited by 54 · see citing works
- Authors
- Voelker, J., Wang, K., Tang, W., He, J., Daly, E., Pericone, C. D., & Sheehan, J. J.
- Affiliations
- Janssen Scientific Affairs (United States) (US)
- Janssen Research & Development (United States) (US)
- Corresponding author
- Voelker, Jennifer
- ORCID
- Venue
- BMC Psychiatry
- Published
- 2021-05-17
- Volume
- 21
- Issue
- 1
- Pages
- 257-257
- ISSN
- 1471-244X (ISSN-L)
- PMC
- PMC8130130
- OpenAlex
- W3135094278
- Cited by
- 18
- References
- 28
- Citations by year
- 2026: 2 · 2025: 4 · 2024: 2 · 2023: 3 · 2022: 7
- FWCI
- 2.94
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- BMC Psychiatry (publishedVersion, cc-by)
- Research Square (acceptedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- Janssen Scientific Affairs (NA)
- Topics
- Social Sciences › Psychology › Social Psychology › Mental Health Treatment and Access
- Health Sciences › Medicine › Pharmacology › Treatment of Major Depression
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
- Keywords
- major depressive disorder, depression severity, PHQ-9, hospitalization risk, emergency department visits, hospitalization, short-term hospitalization, depression severity assessment, natural language processing, all-cause hospitalization, adults with depression, relative risk, absolute risk
- MeSH terms
- Patient Health Questionnaire, Adult, Depression, Depressive Disorder, Major, Major Depressive Disorder, Hospitals, Humans, Outpatients
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