Prevalence of depression in Type 1 diabetes and the problem of over‐diagnosis
Abstract
Aims: To determine the prevalence of depression and diabetes distress in adults with Type 1 diabetes and the rate of false‐positives when compared with rates of major depressive disorder. Methods: The sample consisted of 368 individuals with Type 1 diabetes, aged > 19 years. Individuals completed: the eight‐item Patient Health Questionnaire depression scale (PHQ8), which was coded using four scoring criteria (scores > 10, >12 and >15, and Diagnostic and Statistical Manual of Mental Disorders 5 (DSM) algorithm scores); the Type 1 Diabetes Distress Scale; and the Structured Clinical Interview for DSM Disorders (SCID) to assess major depressive disorder. Results: The prevalence rates of depression according to the eight‐item Patient Health Questionnaire were: score >10, 11.4%; score >12, 7.1%; score >15, 3.8%; and positive algorithm result, 4.6%. The prevalence of major depressive disorder was 3.5%; and the prevalence of at least moderate diabetes distress was 42.1%. Depending on the criterion used, the false‐positive rate when using the Patient Health Questionnaire compared with the results when using the SCID varied from 52 to 71%. Of those classified as depressed on the PHQ‐8 or Structured Clinical Interview for DSM Disorders, between 92.3 and 96.2% also reported elevated diabetes distress. No significant association was found between any group classed as having depression according to the PHQ8 or the SCID and HbA 1c concentration. Depression was significantly associated with more other life stress, more complications and a lower level of education. Conclusions: We found an unexpectedly low rate of current depression and major depressive disorder in this diverse sample of adults with Type 1 diabetes, and a very high rate of false‐positive results using the Patient Health Questionnaire. Considering the high prevalence of diabetes distress, much of what has been considered depression in adults with Type 1 diabetes may be attributed to the emotional distress associated with managing a demanding chronic disease and other life stressors and not necessarily to underlying psychopathology.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Psychological distress, including mild to major depression, is a risk factor for poor self-care, hyperglycemia, complications, and excess mortality.
“Psychological distress, including mild to major depression, is a risk factor for poor self-care, hyperglycemia, complications, and excess mortality (174-176).”
Among type 2 adults, elevated DD is highly stable over time and the point prevalence of elevated DD is approximately 46%.
“Recent studies have indicated that among type 2 adults (T2D) elevated DD is highly stable over time and that the point prevalence of elevated DD is approximately 46%, suggesting a widespread clinical problem in this population [7].”
From Diabetes distress in adults with type 1 diabetes: prevalence, incidence and change over time (2016) · cites this paper as [7]
The point-prevalence and 9-month incidence of elevated DD among adults with T1D are similar to the 46.2% prevalence and 9-month 54.3% incidence of DD among adults with T2D, re-calculated from an earlier study (N = 502).
“These figures are similar to the 46.2% prevalence and 9-month 54.3% incidence of DD among adults with T2D, re-calculated from an earlier study (N = 502) [7].”
From Diabetes distress in adults with type 1 diabetes: prevalence, incidence and change over time (2016) · cites this paper as [7]
Unlike depression, elevated DD does not appear to be episodic, ebbing and flowing over time; instead, when it occurs, without intervention it is generally persistent and continuous.
“Thus, unlike depression [7], elevated DD does not appear to be episodic, ebbing and flowing over time; instead, when it occurs, without intervention it is generally persistent and continuous.”
From Diabetes distress in adults with type 1 diabetes: prevalence, incidence and change over time (2016) · cites this paper as [7]
Substance-related and addictive disorders were reported in 9 studies; 7 diagnostic interview studies reported prevalence from 0.00% to 34.67% and 2 register/medical record studies reported 0.92% and 2.16%.
“N = 9 [20,21,23,31,34,38,42,52,58] studies reported on the prevalence of substance-related and addictive disorders.Where specified, n = 5 reported alcohol-related, n = 1 was cannabis-related, n = 1 was tobacco-related, n = 1 was medication-related, and n = 1 not specified.N = 7 studies used diagnostic interviews and reported prevalence ranging from 0.00% to 34.67% and n = 2 studies used patient”
From Prevalence of mental disorders in people living with type 1 diabetes: A systematic literature review and meta-analysis (2023) · cites this paper as [38]
In people with type 1 diabetes, the pooled prevalence of anxiety disorders based on interviews was 12.56% (95% CI 8.87-16.24) across 15 studies with a total sample size of 2156.
“| [20-23,30,31,34,35,38,42,44,45,48,52,53,58,59] | 15 | Interviews | 2156 | 12.56 | 8.87 16.24 | 88.97% |”
From Prevalence of mental disorders in people living with type 1 diabetes: A systematic literature review and meta-analysis (2023) · cites this paper as [38]
In people with type 1 diabetes, the pooled prevalence of anxiety disorders based on registers was 0.79% (95% CI 0.66-0.92) across 2 studies with a total sample size of 18,424.
“| Type 1 diabetes | 2 | Registers | 18,424 | 0.79 | 0.66 0.92 | N/A |”
From Prevalence of mental disorders in people living with type 1 diabetes: A systematic literature review and meta-analysis (2023) · cites this paper as [38]
In people with type 1 diabetes, the pooled prevalence of substance-related and addictive disorders based on registers was 1.98% (95% CI 1.77-2.18) across 2 studies with a total sample size of 18,424.
“| Type 1 diabetes [20,21,23,31,34,38,42,52,58] | 2 | Registers | 18,424 | 1.98 | 1.77-2.18 | N/A |”
From Prevalence of mental disorders in people living with type 1 diabetes: A systematic literature review and meta-analysis (2023) · cites this paper as [38]
In people with type 1 diabetes, the pooled prevalence of substance-related and addictive disorders based on interviews was 3.87% (95% CI 1.9-6.66) across 7 studies with a total sample size of 1173.
“| | 7 | Interviews | 1173 | 3.87 | 1.9-6.66 | 88.03% |”
From Prevalence of mental disorders in people living with type 1 diabetes: A systematic literature review and meta-analysis (2023) · cites this paper as [38]
The heterogeneity (I2) for the pooled prevalence of anxiety disorders in people with type 1 diabetes based on interviews was 88.97%.
“| [20-23,30,31,34,35,38,42,44,45,48,52,53,58,59] | 15 | Interviews | 2156 | 12.56 | 8.87 16.24 | 88.97% |”
From Prevalence of mental disorders in people living with type 1 diabetes: A systematic literature review and meta-analysis (2023) · cites this paper as [38]
The heterogeneity (I2) for the pooled prevalence of substance-related and addictive disorders in people with type 1 diabetes based on interviews was 88.03%.
“| | 7 | Interviews | 1173 | 3.87 | 1.9-6.66 | 88.03% |”
From Prevalence of mental disorders in people living with type 1 diabetes: A systematic literature review and meta-analysis (2023) · cites this paper as [38]
Cites
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
Pearlin, L. I., Menaghan, E. G., Lieberman, M. A., & Mullan, J. T. (1981) · Journal of Health and Social Behavior · doi:10.2307/2136676 · Cited by 6,289 · see citing works
The PHQ-9: A New Depression Diagnostic and Severity Measure
Kroenke, K., & Spitzer, R. L. (2002) · Psychiatric Annals · doi:10.3928/0048-5713-20020901-06 · Cited by 5,898 · see citing works
The Prevalence of Comorbid Depression in Adults With Diabetes
Anderson, R. J., Freedland, K. E., Clouse, R. E., & Lustman, P. J. (2001) · Diabetes Care · doi:10.2337/diacare.24.6.1069 · Cited by 3,926 · see citing works
The PHQ-15: Validity of a New Measure for Evaluating the Severity of Somatic Symptoms
Kroenke, K., Spitzer, R. L., & Williams, J. B. W. (2002) · Psychosomatic Medicine · doi:10.1097/00006842-200203000-00008 · Cited by 3,305 · see citing works
Epidemiology of depression and diabetes: a systematic review
Roy, T., & Lloyd, C. E. (2012) · Journal of Affective Disorders · doi:10.1016/s0165-0327(12)70004-6 · Cited by 1,229 · see citing works
Fisher, L., Mullan, J. T., Arean, P., Glasgow, R. E., Hessler, D., & Masharani, U. (2010) · Diabetes Care · doi:10.2337/dc09-1238 · Cited by 681 · see citing works
Self-citationWhen Is Diabetes Distress Clinically Meaningful?
Fisher, L., Hessler, D. M., Polonsky, W. H., & Mullan, J. (2012) · Diabetes Care · doi:10.2337/dc11-1572 · Cited by 648 · see citing works
Self-citationBlack, S. A., Markides, K. S., & Ray, L. A. (2003) · Diabetes Care · doi:10.2337/diacare.26.10.2822 · Cited by 587 · see citing works
Comparability of telephone and face-to-face interviews in assessing axis I and II disorders
Rohde, P., Lewinsohn, P. M., & Seeley, J. R. (1997) · American Journal of Psychiatry · doi:10.1176/ajp.154.11.1593 · Cited by 522 · see citing works
Mixing interview and questionnaire methods: Practical problems in aligning data
Harris, L. R., & Brown, G. (2020) · ScholarWorks@UMassAmherst (University of Massachusetts Amherst) · doi:10.7275/959j-ky83 · Cited by 478 · see citing works
Fisher, L., Gonzalez, J. S., & Polonsky, W. H. (2014) · Diabetic Medicine · doi:10.1111/dme.12428 · Cited by 470 · see citing works
Self-citationClinical Depression Versus Distress Among Patients With Type 2 Diabetes
Fisher, L., Skaff, M. M., Mullan, J. T., Arean, P., Mohr, D., Masharani, U., Glasgow, R., & Laurencin, G. (2007) · Diabetes Care · doi:10.2337/dc06-1614 · Cited by 465 · see citing works
Self-citationThe T1D exchange clinic registry
Beck, R. W., Tamborlane, W. V., Bergenstal, R. M., Miller, K. M., DuBose, S. N., Hall, C. A., & for the T1D Exchange Clinic Network (2012) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2012-1561 · Cited by 456 · see citing works
Constructs of depression and distress in diabetes: time for an appraisal
Snoek, F. J., Bremmer, M. A., & Hermanns, N. (2015) · The Lancet Diabetes & Endocrinology · doi:10.1016/s2213-8587(15)00135-7 · Cited by 449 · see citing works
Self-reported distress: Analog or Ersatz depression?
Coyne, J. C. (1994) · Psychological Bulletin · doi:10.1037/0033-2909.116.1.29 · Cited by 434 · see citing works
Understanding the sources of diabetes distress in adults with type 1 diabetes
Fisher, L., Polonsky, W. H., Hessler, D. M., Masharani, U., Blumer, I., Peters, A. L., Strycker, L. A., & Bowyer, V. (2015) · Journal of Diabetes and its Complications · doi:10.1016/j.jdiacomp.2015.01.012 · Cited by 414 · see citing works
Self-citationThe prevalence of co‐morbid depression in adults with Type 1 diabetes: systematic literature review
Barnard, K. D., Skinner, T. C., & Peveler, R. (2006) · Diabetic Medicine · doi:10.1111/j.1464-5491.2006.01814.x · Cited by 350 · see citing works
Current depression among adults--United States, 2006 and 2008
(2010) · PsycEXTRA Dataset · doi:10.1037/e664792010-002 · Cited by 310 · see citing works
Depression in diabetes: have we been missing something important?
Gonzalez, J. S., Fisher, L., & Polonsky, W. H. (2011) · Diabetes Care · doi:10.2337/dc10-1970 · Cited by 302 · see citing works
Self-citationPrevalence of Depression Among U.S. Adults With Diabetes
Li, C., Ford, E. S., Strine, T. W., & Mokdad, A. H. (2007) · Diabetes Care · doi:10.2337/dc07-1154 · Cited by 283 · see citing works
Prospective Associations Between Emotional Distress and Poor Outcomes in Type 2 Diabetes
Aikens, J. E. (2012) · Diabetes Care · doi:10.2337/dc12-0181 · Cited by 279 · see citing works
Roy, T., Lloyd, C. E., Pouwer, F., Holt, R. I. G., & Sartorius, N. (2011) · Diabetic Medicine · doi:10.1111/j.1464-5491.2011.03401.x · Cited by 157 · see citing works
Depression Predicts All-Cause Mortality
Sullivan, M. D., O’Connor, P. J., Feeney, P. A., Hire, D. G., Simmons, D. L., Raisch, D. W., Fine, L. J., Narayan, K. M. V., Ali, M. K., & Katon, W. J. (2012) · Diabetes Care · doi:10.2337/dc11-1791 · Cited by 149 · see citing works
Depression in diabetes mellitus: a comprehensive review.
Andreoulakis, E., Hyphantis, T. N., Kandylis, D., & Iacovides, A. (2012) · Europe PMC (PubMed Central) · Cited by 116 · see citing works
Depression in adults in the T1D Exchange Clinic Registry
Trief, P. M., Xing, D., Foster, N. C., Maahs, D. M., Kittelsrud, J. M., Olson, B. A., Young, L. A., Peters, A. L., Bergenstal, R. M., Miller, K. M., et al. (2014) · Diabetes Care · doi:10.2337/dc13-1867 · Cited by 93 · see citing works
Self-citationKaton, W. (2010) · Wiley eBooks · doi:10.1002/9780470667309 · Cited by 39 · see citing works
Katon, W. J., & Feltz-Cornelis, C. M. V. D. (2010) · doi:10.1002/9780470667309.ch4 · Cited by 27 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Holt, R. I. G., DeVries, J. H., Hess-Fischl, A., Hirsch, I. B., Kirkman, M. S., Klupa, T., Ludwig, B., Nørgaard, K., Pettus, J., Renard, E., et al. (2021) · Diabetes Care · doi:10.2337/dci21-0043 · Cited by 699 · see citing works
Self-citationAddressing diabetes distress in clinical care: A practical guide
Fisher, L., Polonsky, W. H., & Hessler, D. (2019) · Diabetic Medicine · doi:10.1111/dme.13967 · Cited by 273 · see citing works
Self-citationDiabetes distress in adults with type 1 diabetes: prevalence, incidence and change over time
Fisher, L., Hessler, D., Polonsky, W., Strycker, L., Masharani, U., & Peters, A. (2016) · Journal of Diabetes and its Complications · doi:10.1016/j.jdiacomp.2016.03.032 · Cited by 208 · see citing works
Self-citationFarooqi, A., Gillies, C., Sathanapally, H., Abner, S., Seidu, S., Davies, M. J., Polonsky, W. H., & Khunti, K. (2022) · Primary Care Diabetes · doi:10.1016/j.pcd.2021.11.001 · Cited by 204 · see citing works
Self-citationHessler, D., Fisher, L., Polonsky, W., & Johnson, N. (2016) · Journal of Pediatric Psychology · doi:10.1093/jpepsy/jsw002 · Cited by 79 · see citing works
Self-citationBenton, M., Cleal, B., Prina, M., Baykoca, J., Willaing, I., Price, H., & Ismail, K. (2023) · General Hospital Psychiatry · doi:10.1016/j.genhosppsych.2022.11.004 · Cited by 58 · see citing works
Wang, Z.-D., Xia, Y.-F., Zhao, Y., & Chen, L.-M. (2017) · Bioscience Reports · doi:10.1042/bsr20160557 · Cited by 28 · see citing works
- Authors
- Fisher, L., Hessler, D. M., Polonsky, W. H., Masharani, U., Peters, A. L., Blumer, I., & Strycker, L. A.
- Affiliations
- University of California, San Francisco (US)
- Texas Diabetes Institute (US)
- University of Southern California (US)
- Charles H. Best Diabetes Centre Ontario Canada
- Oregon Research Institute (US)
- Corresponding author
- Fisher, L.
- Venue
- Diabetic Medicine
- Publisher
- Wiley
- Published
- 2016-01-05
- Volume
- 33
- Issue
- 11
- Pages
- 1590-1597
- ISSN
- 0742-3071 (ISSN-L)
- 1464-5491
- OpenAlex
- W2165206891
- Cited by
- 90
- References
- 28
- Citations by year
- 2026: 6 · 2025: 4 · 2024: 2 · 2023: 4 · 2022: 12 · 2021: 10 · 2020: 11 · 2019: 13 · 2018: 10 · 2017: 13 · 2016: 5
- FWCI
- 8.11
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Diabetic Medicine (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Institutes of Health (DK094863)
- Topics
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Education
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Research
- Social Sciences › Psychology › Social Psychology › Mental Health Treatment and Access
- Keywords
- depression, type 1 diabetes, diabetes distress, major depressive disorder, prevalence, overdiagnosis, false positives, Patient Health Questionnaire, PHQ-8, diabetes complications, life events, HbA1c, chronic disease management
- MeSH terms
- Medical Overuse, Adult, Depression, Depressive Disorder, Major, Major Depressive Disorder, Diabetes Mellitus, Type 1, False Positive Reactions, Female, Humans, Male, Middle Aged, Psychometrics, Surveys and Questionnaires, Stress, Psychological, Prevalence, Young Adult
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review