Effect of a collaborative care model on anxiety symptoms among patients with depression and diabetes in India: the INDEPENDENT randomized clinical trial
Open accessAbstract
Objective We assessed the impact of a collaborative care intervention on anxiety symptoms among participants in India with comorbid depression, poorly controlled diabetes, and moderate to severe anxiety symptoms.Method We analyzed data from a randomized controlled trial conducted at four diabetes clinics in India. Participants received either collaborative care or usual care. We included only participants who scored ⩾10 on the Generalized Anxiety Disorder-7 (GAD-7) at baseline. We estimated the effect of the intervention on clinically significant reduction in anxiety symptoms; we considered several potential baseline moderators and mediation by anti-depressant use.Results One hundred and seventy-two participants scored 10 or above on the GAD-7 at baseline. Collaborative care participants were more likely than control participants to achieve a clinically significant reduction in anxiety symptoms at 6 and 12 months (65.7% vs. 41.4% at 12 months, p = 0.002); these differences were not sustained at 18 or 24 months. There was little evidence of moderation by participant characteristics at baseline, and effects were not mediated by anti-depressant use.Conclusions Collaborative care for the treatment of depression and type 2 diabetes can lead to clinically significant reductions in anxiety symptoms among patients with anxiety. Effects were notable during the active intervention period but not over the year post-intervention.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
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?
In adults with type 2 diabetes and elevated depressive symptoms, collaborative care demonstrated benefits on anxiety symptoms for up to 1 year.
“Among adults with type 2 diabetes and elevated depressive symptoms, an RCT of collaborative care demonstrated benefits on anxiety symptoms for up to 1 year (380).”
From 5. Facilitating Positive Health Behaviors and Well-being to Improve Health Outcomes:<i>Standards of Care in Diabetes—2023</i> (2023) · cites this paper as [380]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
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
A Brief Measure for Assessing Generalized Anxiety Disorder: The GAD-7
Spitzer, R. L., Kroenke, K., Williams, J. B. W., & Löwe, B. (2006) · Archives of Internal Medicine · doi:10.1001/archinte.166.10.1092 · Cited by 31,765 · see citing works
Longitudinal data analysis using generalized linear models
LIANG, K.-Y., & ZEGER, S. L. (1986) · Biometrika · doi:10.1093/biomet/73.1.13 · Cited by 18,550 · see citing works
mediation : R Package for Causal Mediation Analysis
Tingley, D. H., Yamamoto, T., Hirose, K., Keele, L. J., & Imai, K. (2014) · Journal of Statistical Software · doi:10.18637/jss.v059.i05 · Cited by 4,216 · see citing works
Unützer, J., Katon, W., Callahan, C. M., Williams, Jr., Hunkeler, E., Harpole, L., Hoffing, M., Della Penna, R. D., Noël, P. H., Lin, E. H. B., et al. (2002) · JAMA · doi:10.1001/jama.288.22.2836 · Cited by 2,405 · see citing works
Cochrane Database of Systematic Reviews
Lyons, R. (2006) · Progress in Neurology and Psychiatry · doi:10.1002/pnp.208 · Cited by 1,907 · see citing works
Global prevalence of anxiety disorders: a systematic review and meta-regression
Baxter, A. J., Scott, K. M., Vos, T., & Whiteford, H. A. (2013) · Psychological Medicine · doi:10.1017/s003329171200147x · Cited by 1,537 · see citing works
Collaborative care for depression and anxiety problems
Archer, J., Bower, P., Gilbody, S., Lovell, K., Richards, D., Gask, L., Dickens, C., & Coventry, P. (2012) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd006525.pub2 · Cited by 1,126 · see citing works
Sagar, R., Dandona, R., Gururaj, G., Dhaliwal, R. S., Singh, A., Ferrari, A., Dua, T., Ganguli, A., Varghese, M., Chakma, J. K., et al. (2020) · The Lancet Psychiatry · doi:10.1016/s2215-0366(19)30475-4 · Cited by 886 · see citing works
Self-citationThe global economic burden of diabetes in adults aged 20–79 years: a cost-of-illness study
Bommer, C., Heesemann, E., Sagalova, V., Manne‐Goehler, J., Atun, R. A., Bärnighausen, T., & Vollmer, S. (2017) · The Lancet Diabetes & Endocrinology · doi:10.1016/s2213-8587(17)30097-9 · Cited by 824 · see citing works
Egede, L. E., Zheng, D., & Simpson, K. (2002) · Diabetes Care · doi:10.2337/diacare.25.3.464 · Cited by 816 · see citing works
Multiple Imputation for Nonresponse in Surveys.
Sugden, R. A., & Rubin, D. B. (1988) · Journal of the Royal Statistical Society Series A (Statistics in Society) · doi:10.2307/2983027 · Cited by 710 · see citing works
Prevalence of anxiety in adults with diabetes
Grigsby, A. B., Anderson, R. J., Freedland, K. E., Clouse, R. E., & Lustman, P. J. (2002) · Journal of Psychosomatic Research · doi:10.1016/s0022-3999(02)00417-8 · Cited by 609 · see citing works
Tandon, N., Anjana, R. M., Mohan, V., Kaur, T., Afshin, A., Ong, S. K., Mukhopadhyay, S., Thomas, N., Bhatia, E., Krishnan, A., et al. (2018) · The Lancet Global Health · doi:10.1016/s2214-109x(18)30387-5 · Cited by 526 · see citing works
Self-citationAnxiety and depression symptoms in patients with diabetes
Collins, M. M., Corcoran, P., & Perry, I. J. (2009) · Diabetic Medicine · doi:10.1111/j.1464-5491.2008.02648.x · Cited by 465 · see citing works
Roy-Byrne, P., Craske, M. G., Sullivan, G., Rose, R. D., Edlund, M. J., Lang, A. J., Bystritsky, A., Welch, S. S., Chavira, D. A., Golinelli, D., et al. (2010) · JAMA · doi:10.1001/jama.2010.608 · Cited by 452 · see citing works
Surwit, R. S., Schneider, M. S., & Feinglos, M. N. (1992) · Diabetes Care · doi:10.2337/diacare.15.10.1413 · Cited by 400 · see citing works
Integrated Primary Care: Organizing the Evidence.
Blount, A. (2003) · Families Systems & Health · doi:10.1037/1091-7527.21.2.121 · Cited by 316 · see citing works
Stein, B. C., & Levin, R. I. (1998) · American Heart Journal · doi:10.1016/s0002-8703(98)70054-7 · Cited by 259 · see citing works
Khuwaja, A. K., Lalani, S., Dhanani, R., Azam, I. S., Rafique, G., & White, F. (2010) · Diabetology & Metabolic Syndrome · doi:10.1186/1758-5996-2-72 · Cited by 255 · see citing works
Uncovering the hidden impacts of inequality on mental health: a global study
Yu, S. (2018) · Translational Psychiatry · doi:10.1038/s41398-018-0148-0 · Cited by 253 · see citing works
Rollman, B. L., Belnap, B. H., Mazumdar, S., Houck, P. R., Zhu, F., Gardner, W., Reynolds, C. F., Schulberg, H. C., & Shear, M. K. (2005) · Archives of General Psychiatry · doi:10.1001/archpsyc.62.12.1332 · Cited by 197 · see citing works
Thomas, J., Jones, G. N., Scarinci, I. C., & Brantley, P. J. (2003) · Diabetes Care · doi:10.2337/diacare.26.8.2311 · Cited by 155 · see citing works
Kircanski, K., LeMoult, J., Ordaz, S. J., & Gotlib, I. H. (2016) · Journal of Affective Disorders · doi:10.1016/j.jad.2016.08.006 · Cited by 148 · see citing works
Naicker, K., Johnson, J. A., Skogen, J. C., Manuel, D., Øverland, S., Sivertsen, B., & Colman, I. (2017) · Diabetes Care · doi:10.2337/dc16-2018 · Cited by 148 · see citing works
Ali, M. K., Chwastiak, L., Poongothai, S., Emmert-Fees, K. M. F., Patel, S. A., Anjana, R. M., Sagar, R., Shankar, R., Sridhar, G. R., Kosuri, M., et al. (2020) · JAMA · doi:10.1001/jama.2020.11747 · Cited by 143 · see citing works
Self-citationCraske, M. G., Stein, M. B., Sullivan, G., Sherbourne, C., Bystritsky, A., Rose, R. D., Lang, A. J., Welch, S., Campbell-Sills, L., Golinelli, D., et al. (2011) · Archives of General Psychiatry · doi:10.1001/archgenpsychiatry.2011.25 · Cited by 132 · see citing works
Cross-cultural variations in the prevalence and presentation of anxiety disorders
Marques, L., Robinaugh, D. J., LeBlanc, N. J., & Hinton, D. (2011) · Expert Review of Neurotherapeutics · doi:10.1586/ern.10.122 · Cited by 122 · see citing works
Baxter, A. J., Charlson, F., Cheng, H. G., Shidhaye, R. R., Ferrari, A. J., & Whiteford, H. (2016) · The Lancet Psychiatry · doi:10.1016/s2215-0366(16)30139-0 · Cited by 120 · see citing works
Are the PHQ-9 and GAD-7 Suitable for Use in India? A Psychometric Analysis
Man, J. D., Absetz, P., Sathish, T., Desloge, A., Haregu, T., Oldenburg, B. F., Johnson, L. C. M., Thankappan, K. R., & Williams, E. D. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.676398 · Cited by 99 · see citing works
Self-citationCollaborative care for anxiety disorders in primary care: a systematic review and meta-analysis
Muntingh, A., Feltz-Cornelis, C. M. V. D., van Marwijk, H., Spinhoven, P., & van Balkom, A. J. L. M. (2016) · BMC Family Practice · doi:10.1186/s12875-016-0466-3 · Cited by 89 · see citing works
Noordali, F., Cumming, J., & Thompson, J. L. (2017) · Journal of Health Psychology · doi:10.1177/1359105315620293 · Cited by 84 · see citing works
Uphoff, E., Newbould, L., Walker, I., Ashraf, N., Chaturvedi, S. K., Kandasamy, A., Mazumdar, P., Meader, N., Naheed, A., Rana, R. Z., et al. (2019) · Journal of Global Health · doi:10.7189/jogh.09.020417 · Cited by 71 · see citing works
Quantitative assessment of the bidirectional relationships between diabetes and depression
Zhuang, Q., Shen, L., & Ji, H. (2017) · Oncotarget · doi:10.18632/oncotarget.15051 · Cited by 57 · see citing works
Establishment of a reliable change index for the GAD-7
Bischoff, T., Anderson, S. R., Heafner, J., & Tambling, R. R. (2020) · Psychology Community & Health · doi:10.5964/pch.v8i1.309 · Cited by 57 · see citing works
Cultural aspects of anxiety disorders in India
Khambaty, M., & Parikh, R. M. (2017) · Dialogues in Clinical Neuroscience · doi:10.31887/dcns.2017.19.2/rparikh · Cited by 48 · see citing works
Poongothai, S., Anjana, R. M., Pradeepa, R., Ganesan, A., Umapathy, N., & Mohan, V. (2010) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2010.0081 · Cited by 46 · see citing works
Self-citationCo-existing Non-communicable Diseases and Mental Illnesses Amongst the Elderly in Punjab, India
Verma, M., Grover, S., Tripathy, J. P., International Union Against Tuberculosis and Lung Disease, T. U. S. E. A. O., International Union Against Tuberculosis and Lung Disease, P., Singh, T., Nagaraja, S. B., Kathirvel, S., Singh, G., & Nehra, R. (2019) · touchREVIEWS in Endocrinology · doi:10.17925/ee.2019.15.2.106 · Cited by 46 · see citing works
Kowalski, A. J., Poongothai, S., Chwastiak, L., Hutcheson, M., Tandon, N., Khadgawat, R., Sridhar, G. R., Aravind, S. R., Sosale, B., Anjana, R. M., et al. (2017) · Contemporary Clinical Trials · doi:10.1016/j.cct.2017.06.013 · Cited by 35 · see citing works
Self-citationHasan, S. S., Clavarino, A. M., Mamun, A. A., Doi, S. A. R., & Kairuz, T. (2013) · Asian Journal of Psychiatry · doi:10.1016/j.ajp.2013.09.008 · Cited by 34 · see citing works
Kanwar, N., Sharma, R. C., Sharma, R., Ramesh, Mokta, K., & Mokta, J. K. (2019) · Indian Journal of Endocrinology and Metabolism · doi:10.4103/ijem.ijem_521_19 · Cited by 22 · see citing works
Johnson, L. C. M., Chwastiak, L., Poongothai, S., Tandon, N., Anjana, R. M., Aravind, S. R., Sridhar, G. R., Rao, D., Mohan, V., & Ali, M. K. (2020) · Translational Behavioral Medicine · doi:10.1093/tbm/ibz192 · Cited by 18 · see citing works
Self-citationThour, A., Nagra, R., Gosal, A., Sehrawat, T. S., Das, S. C., & Gupta, Y. (2016) · Journal of Social Health and Diabetes · doi:10.4103/2321-0656.187988 · Cited by 16 · see citing works
Rao, D., Lipira, L. E., Kumar, S., Mohanraj, R., Poongothai, S., Tandon, N., Sridhar, G. R., Katon, W. J., Narayan, K. M. V., Chwastiak, L., et al. (2016) · International Journal of Noncommunicable Diseases · doi:10.4103/2468-8827.191979 · Cited by 13 · see citing works
Self-citationEditorial: JUMBO, MRFIT, and the Making of Public Health Epidemiology
Morabia, A. (2020) · American Journal of Epidemiology · doi:10.1093/aje/kwz271 · Cited by 1 · see citing works
Flagged first, then by citations
Research works printed but not linked: 2
- [30]Honaker J, King G, Blackwell M. Amelia II: A Program for Missing Data. 2011. 2011; 45(7): 47.
- [44]Gururaj G, Varghese M, Benegal V, Rao GN, Pathak K, Singh LK, National Mental Health Survey of India, 2015-16: prevalence, patterns and outcomes. NIMHANS Publication. 2016; 129: 90– 121.
Cited by
Sorted by citations
ElSayed, N. A., Aleppo, G., Aroda, V. R., Bannuru, R. R., Brown, F. M., Bruemmer, D., Collins, B. S., Hilliard, M. E., Isaacs, D., Johnson, E. L., et al. (2023) · Diabetes Care · doi:10.2337/dc23-s005 · Cited by 362 · see citing works
American Diabetes Association Professional Practice Committee, ElSayed, N. A., McCoy, R. G., Aleppo, G., Balapattabi, K., Beverly, E. A., Briggs Early, K., Bruemmer, D., Echouffo-Tcheugui, J. B., Eichorst, B., et al. (2025) · Diabetes Care · doi:10.2337/dc25-s005 · Cited by 305 · see citing works
- Authors
- Kemp, C. G., Johnson, L. C. M., Sagar, R., Poongothai, S., Tandon, N., Anjana, R. M., Aravind, S., Sridhar, G. R., Patel, S. A., Emmert-Fees, K., Rao, D., Narayan, K. M. V., Mohan, V., Ali, M. K., & Chwastiak, L. A.
- Affiliations
- Johns Hopkins University (US)
- Emory University (US)
- All India Institute of Medical Sciences (IN)
- Madras Diabetes Research Foundation (IN)
- Diacon Hospital (IN)
- Helmholtz Munich (DE)
- University of Washington (US)
- Corresponding author
- Chwastiak, Lydia A.
- ORCID
- Venue
- General Hospital Psychiatry
- Publisher
- Elsevier BV
- Published
- 2022-01
- Volume
- 74
- Pages
- 39-45
- ISSN
- 0163-8343 (ISSN-L)
- PMC
- PMC8934572
- OpenAlex
- W3215720698
- Cited by
- 21
- References
- 45
- Citations by year
- 2026: 1 · 2025: 1 · 2024: 6 · 2023: 6 · 2022: 7
- FWCI
- 3.55
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Licence
- Locations
- General Hospital Psychiatry (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- mediaTUM – the media and publications repository of the Technical University Munich (Technical University Munich) (submittedVersion, cc-by-nc-nd)
- Site cant be reached (submittedVersion, other-oa)
- PuSH - Publication Server of Helmholtz Zentrum München (submittedVersion)
- Funders
- National Institute of Mental Health (R01MH100390)
- Topics
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Education
- Social Sciences › Psychology › Social Psychology › Mental Health Treatment and Access
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
- Keywords
- collaborative care, anxiety symptoms, depression, type 2 diabetes, comorbidities, generalized anxiety disorder, antidepressant use, diabetes clinic, India, mediation
- MeSH terms
- Anxiety, Depression, Diabetes Mellitus, Type 2, Humans, India, Primary Health Care
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