TY - JOUR
T1 - Comparing continuous and harmonized measures of depression severity in older adults with bipolar disorder
T2 - Relationship to functioning
AU - the GAGE-BD consortium
AU - Orhan, Melis
AU - Millett, Caitlin
AU - Klaus, Federica
AU - Blumberg, Hilary P.
AU - Briggs, Farren
AU - Chung, Kuo Hsuan
AU - Korten, Nicole
AU - McManus, Kaitlin
AU - van Oppen, Patricia
AU - Patrick, Regan E.
AU - Sarna, Kaylee
AU - Sutherland, Ashley
AU - Tsai, Shang ying
AU - Villa, Luca M.
AU - Yala, Joy
AU - Sajatovic, Martha
AU - Burdick, Katherine E.
AU - Eyler, Lisa
AU - Dols, Annemiek
N1 - Funding Information:
LE has received grants from National Institutes of Health (NIH) and financial support by the VA Desert-Pacific Mental Illness Research Education and Clinical Center. FK has received funding from the Swiss National Science Foundation (SNSF) and Novartis Foundation for Medical-Biological Research fellowship. CM has received research grants from NIMH. RP has received financial support from the Rogers Family Foundation, NIH and Biogen/Eisai. MS has received research grants from the International Society for Bipolar Disorders (ISBD), NIH, Otsuka, Center for Disease Control and Prevention (CDC), Alkermes, Nuromate and the Patient-Centred Outcomes Research Institute (PCORI). She has been a consulted for Alkermes, Janssen, Otsuka, Health Analytics, Myriad, and Frontline Medical Communication. She has received royalties from Springer Press, John Hopkins University Press, Oxford Press and UpToDate. She has received compensation for preparation of CME activities from the American Psysician's Institute, CMEology, Global Medical Education, Psychopharmacology Institute, MCM Education, Potomac Center for Medical Education and Creative Educational Concepts. AS has received financial support from the VA Desert-Pacific Mental Illness Research Education and Clinical Center.
Funding Information:
The authors are deeply grateful to Dr. Charles L. Bowden, who passed away in March of 2022, and his wife Virginia Massey Bowden, for establishing the Bowden Massey Research Initiative, which has supported the GAGE-BD project. Dr. Bowden's deep commitment to advancing care for individuals living with bipolar disorder is a continuously inspiring presence to our GAGE-BD study team and the broader community of scientists focused on research in bipolar disorder. LE has received grants from National Institutes of Health (NIH) and financial support by the VA Desert-Pacific Mental Illness Research Education and Clinical Center. FK has received funding from the Swiss National Science Foundation (SNSF) and Novartis Foundation for Medical-Biological Research fellowship. CM has received research grants from NIMH. RP has received financial support from the Rogers Family Foundation, NIH and Biogen/Eisai. MS has received research grants from the International Society for Bipolar Disorders (ISBD), NIH, Otsuka, Center for Disease Control and Prevention (CDC), Alkermes, Nuromate and the Patient-Centred Outcomes Research Institute (PCORI). She has been a consulted for Alkermes, Janssen, Otsuka, Health Analytics, Myriad, and Frontline Medical Communication. She has received royalties from Springer Press, John Hopkins University Press, Oxford Press and UpToDate. She has received compensation for preparation of CME activities from the American Psysician's Institute, CMEology, Global Medical Education, Psychopharmacology Institute, MCM Education, Potomac Center for Medical Education and Creative Educational Concepts. AS has received financial support from the VA Desert-Pacific Mental Illness Research Education and Clinical Center.
Publisher Copyright:
© 2022
PY - 2022/10/1
Y1 - 2022/10/1
N2 - Objective: Harmonizing different depression severity scales often requires creation of categorical variables that may decrease the sensitivity of the measure. Our aim was to compare the associations between categorical and continuous and harmonized measures of depression and global functioning in a large dataset of older age patients with bipolar disorder (OABD). Method: In the Global Aging & Geriatric Experiments in Bipolar Disorder Database (GAGE-BD) the 17-item Hamilton Depression scale (HAM-D), Montgomery Asberg Depression Rating Scale (MADRS) or the Center for Epidemiological Studies Depression scales (CES-D) was used to assess current depressive symptoms, while the Global Assessment of Functioning (GAF) assessed functional status. Data were harmonized from 8 OABD studies (n = 582). In each subsample, the relationship of depression severity as a continuous and categorical measure was compared to GAF. In the total sample, harmonized ordinal depression categories were compared to GAF. Results: Effect size and variance explained by the model for the categorical measure in the total sample was higher than both the categorical and continuous measure in the CES-D subsample, higher than the categorical but lower than the continuous measure in the HAM-D subsample, and lower than both the categorical and continuous measures in the MADRS subsample. Limitations: All included studies have different inclusion and exclusion criteria, study designs, and differ in aspects of sociodemographic variables. Conclusions: Associations were only slightly larger for the continuous vs categorical measures of depression scales. Harmonizing different depression scales into ordinal categories for analyses is feasible without losing statistical power.
AB - Objective: Harmonizing different depression severity scales often requires creation of categorical variables that may decrease the sensitivity of the measure. Our aim was to compare the associations between categorical and continuous and harmonized measures of depression and global functioning in a large dataset of older age patients with bipolar disorder (OABD). Method: In the Global Aging & Geriatric Experiments in Bipolar Disorder Database (GAGE-BD) the 17-item Hamilton Depression scale (HAM-D), Montgomery Asberg Depression Rating Scale (MADRS) or the Center for Epidemiological Studies Depression scales (CES-D) was used to assess current depressive symptoms, while the Global Assessment of Functioning (GAF) assessed functional status. Data were harmonized from 8 OABD studies (n = 582). In each subsample, the relationship of depression severity as a continuous and categorical measure was compared to GAF. In the total sample, harmonized ordinal depression categories were compared to GAF. Results: Effect size and variance explained by the model for the categorical measure in the total sample was higher than both the categorical and continuous measure in the CES-D subsample, higher than the categorical but lower than the continuous measure in the HAM-D subsample, and lower than both the categorical and continuous measures in the MADRS subsample. Limitations: All included studies have different inclusion and exclusion criteria, study designs, and differ in aspects of sociodemographic variables. Conclusions: Associations were only slightly larger for the continuous vs categorical measures of depression scales. Harmonizing different depression scales into ordinal categories for analyses is feasible without losing statistical power.
KW - Bipolar disorder
KW - Depression
KW - Harmonization
KW - Instruments
KW - Older adults
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UR - http://www.scopus.com/inward/citedby.url?scp=85133818344&partnerID=8YFLogxK
U2 - 10.1016/j.jad.2022.06.074
DO - 10.1016/j.jad.2022.06.074
M3 - Article
C2 - 35803392
AN - SCOPUS:85133818344
SN - 0165-0327
VL - 314
SP - 44
EP - 49
JO - Journal of Affective Disorders
JF - Journal of Affective Disorders
ER -