1
|
Poon JL, OHara L, Kendal H, Sully K, Guy M, Bradley H, Tolley C, Mason B. Perceptions and Experiences of People with Obesity and Type 2 Diabetes Around Appetite and Eating Behaviors: A Qualitative Study. Adv Ther 2024; 41:2028-2049. [PMID: 38557807 PMCID: PMC11052885 DOI: 10.1007/s12325-024-02846-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2024] [Accepted: 03/14/2024] [Indexed: 04/04/2024]
Abstract
INTRODUCTION Chronic weight management and treatments for type 2 diabetes (T2D) involve a combination of lifestyle-based (diet, exercise) and pharmaceutical interventions. In people with obesity or T2D, understanding the impact of drivers/triggers on appetite and eating behaviors can be crucial to successful medical management. This study aimed to characterize perceptions and experiences regarding appetite and eating behaviors among people with obesity or T2D and identify drivers/triggers of food choices. METHODS This non-interventional, cross-sectional, qualitative study utilized semi-structured concept elicitation interviews to explore the perceptions of people with obesity and/or T2D around appetite, eating behaviors and drivers/triggers of food choices. Adult US residents (≥ 18 years) with stable body weight (± 5 kg) in the 3 months preceding participation were included in the study. RESULTS Forty-five participants (obesity: n = 15; overweight: n = 10; T2D: n = 20) were interviewed. Interviews were audio-recorded and transcribed verbatim for analysis. A subset of participants described eating behaviors on smartphone-based app tasks over 5 days. Most (> 96%) discussed the influence of hunger, cravings and satiety on food choices. Participants identified 22 drivers/triggers (including health, 95.6%; culture/heritage, 93.3%; location, 91.1%; stress, 88.8%). Participants also discussed associations between drivers/triggers and eating behavior concepts (appetite, hunger, cravings, satiety, motivation/determination). A conceptual model illustrating eating behavior concepts and related drivers/triggers was developed. The concept elicitation interviews identified a multitude of drivers and triggers and characterized the association of such drivers/triggers with seven core patient-reported concepts encompassing eating behaviors. CONCLUSION The findings build upon existing models of factors influencing food choices. Findings confirm prior research regarding impact of drivers/triggers on food choice in people with obesity and T2D and indicate underlying disease state does not appear to influence eating behaviors in people with stable body weight.
Collapse
Affiliation(s)
- Jiat Ling Poon
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, 46285, USA.
| | - Louise OHara
- Patient-Centered Outcomes, Adelphi Values Ltd., Adelphi Mill, Bollington, Cheshire, SK10 5JB, UK
| | - Helen Kendal
- Patient-Centered Outcomes, Adelphi Values Ltd., Adelphi Mill, Bollington, Cheshire, SK10 5JB, UK
| | - Kate Sully
- Patient-Centered Outcomes, Adelphi Values Ltd., Adelphi Mill, Bollington, Cheshire, SK10 5JB, UK
| | - Margaret Guy
- Patient-Centered Outcomes, Adelphi Values Ltd., Adelphi Mill, Bollington, Cheshire, SK10 5JB, UK
| | - Helena Bradley
- Patient-Centered Outcomes, Adelphi Values Ltd., Adelphi Mill, Bollington, Cheshire, SK10 5JB, UK
| | - Chloe Tolley
- Patient-Centered Outcomes, Adelphi Values Ltd., Adelphi Mill, Bollington, Cheshire, SK10 5JB, UK
| | - Brad Mason
- Patient-Centered Outcomes, Adelphi Values Ltd., Adelphi Mill, Bollington, Cheshire, SK10 5JB, UK
| |
Collapse
|
2
|
MacEwan JP, Chiu K, Ahmad NN, Sacks N, Shinde S, Poon JL, Kan H. Clinical, economic, and health-related quality of life outcomes in patients with overweight or obesity in the United States: 2016-2018. Obes Sci Pract 2024; 10:e726. [PMID: 38263999 PMCID: PMC10804324 DOI: 10.1002/osp4.726] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Revised: 11/13/2023] [Accepted: 11/14/2023] [Indexed: 01/25/2024] Open
Abstract
Objectives This study aimed to estimate clinical, economic (including productivity), and health-related quality of life (HRQoL) outcomes and associated individual characteristics among adults with overweight (OW) or obesity in the United States. Methods This study included adult respondents with body mass index (BMI) ≥18.5 kg/m2 in the 2017-2018 National Health and Nutrition Examination Survey (NHANES) and 2016 Medical Expenditure Panel Survey. Respondents were classified according to BMI. Individual characteristics were described by BMI categories. Multivariable regression models estimated the association between BMI categories and outcomes, adjusting for individual characteristics. Results Nearly three-quarters (73.7%) of NHANES participants were OW or obese. Relative to Normal weight (NW), respondents with Class 3 obesity had more obesity-related complications (2.07 vs. 4.62, p < 0.001). Higher BMI was associated with significantly lower HRQoL, lower productivity, and higher healthcare expenditures as well as more frequent weight loss attempts in the previous 12 months. Weight loss surgery and prescription anti-obesity medications (AOMs) were used only by a very small proportion of individuals. Despite frequent weight loss attempts, most respondents did not achieve clinically meaningful weight loss. Conclusions Adults with OW or obesity experienced worse clinical, economic and HRQoL outcomes than those with NW. Better use of evidence-based obesity treatments, including prescription AOMs, should be considered to achieve more clinically meaningful weight reduction and improved outcomes in individuals with OW or obesity.
Collapse
Affiliation(s)
| | - Kevin Chiu
- Santa Clara UniversitySanta ClaraCaliforniaUSA
| | | | | | | | | | - Hong Kan
- Eli Lilly & CompanyIndianapolisIndianaUSA
| |
Collapse
|
3
|
Gelhorn HL, Maher S, Sapin H, Poon JL, Boye K. Estimating meaningful change for The Impact of Weight on Self-Perception (IW-SP) questionnaire among people with type 2 diabetes. Qual Life Res 2023; 32:3359-3371. [PMID: 37491582 PMCID: PMC10624730 DOI: 10.1007/s11136-023-03476-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/03/2023] [Indexed: 07/27/2023]
Abstract
PURPOSE The Impact of Weight on Self-perception Questionnaire (IW-SP) is a three-item patient-reported outcome measure (PROM) instrument assessing the impact of body weight on self-perception. To date no published threshold for meaningful change exists. The objective of this study was to estimate the minimal important change (MIC) for the IW-SP among people with type 2 diabetes. METHODS Responder analyses were conducted using anchor- and distribution-based approaches with existing clinical trial data (SURPASS-2). As SURPASS-2 did not include a priori anchors, a set of alternative exploratory anchors were identified based on the MICs and items from two conceptually related measures used in the trial as well as percent change in body weight. Exploratory anchors with change estimates that were sufficiently related to change in IW-SP (r ≥ 0.30) and were not redundant with other anchors were retained for the MIC analyses. The analyses were conducted in two stages (estimation = 2/3 of sample) to derive initial IW-SP MIC estimates, and a subsequent confirmation stage (remaining 1/3 of sample). RESULTS While the most conceptually related anchors and items performed best in responsiveness analyses, all anchors resulted in a similar estimate of minimal meaningful change for the IW-SP total score: a 1-point change in raw units (1-5-point scale), corresponding to a 25-point change for transformed scores (0-100 scale). Distribution-based analyses supported these MIC estimates. Results were similar across both stages for all analyses. CONCLUSION The MIC for the IW-SP for patients with T2D is a 25-point change on the transformed score.
Collapse
Affiliation(s)
- Heather L Gelhorn
- Evidera, Bethesda, MD, USA.
- Evidera, 7101 Wisconsin Blvd., Suite 1400, Bethesda, MD, 20814, USA.
| | | | | | | | | |
Collapse
|
4
|
Peter ME, Rioles N, Liu J, Chapman K, Wolf WA, Nguyen H, Basina M, Akturk HK, Ebekozien O, Perez-Nieves M, Poon JL, Mitchell B. Prevalence of fear of hypoglycemia in adults with type 1 diabetes using a newly developed screener and clinician's perspective on its implementation. BMJ Open Diabetes Res Care 2023; 11:e003394. [PMID: 37423638 DOI: 10.1136/bmjdrc-2023-003394] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/03/2023] [Accepted: 06/27/2023] [Indexed: 07/11/2023] Open
Abstract
INTRODUCTION Fear of hypoglycemia (FoH) affects quality of life, emotional well-being, and diabetes management among people with type 1 diabetes (PwT1D). American Diabetes Association's (ADA) guidelines recommend assessing FoH in clinical practice. However, existing FoH measures are commonly used in research and not in clinical practice. In this study, prevalence of FoH was assessed in PwT1D using a newly developed FoH screener for clinical practice; its association with established measures and outcomes was also determined. In addition, healthcare providers' (HCPs) perspectives on implementing FoH screener into real-world practice were explored. RESEARCH DESIGN AND METHODS This multiphase observational study used mixed methods in two phases. First, we collected a cross-sectional survey (including the screener) from PwT1D (≥18 years) from T1D Exchange Quality Improvement Collaborative adult clinics. Pearson correlations and regression analyses were performed on diabetes outcome measures using screener scores. Second, we conducted focus groups among HCPs who treat PwT1D and descriptive analysis to summarize results. RESULTS We included 553 PwT1D. Participants had a mean±SD age of 38.9±14.2 years and 30% reported a high FoH total score. Regression analyses showed that higher A1c and higher number of comorbidities were significantly associated with high FoH (p<0.001). High FoH worry and behavior scores were significantly associated with 8-Item Patient Health Questionnaire and 7-Item Generalized Anxiety Disorder Scale scores. Participants with ≥1 severe hypoglycemia event(s) and impaired awareness of hypoglycemia had higher odds of high FoH. Eleven HCPs participated in focus group interviews; they expressed that the FoH screener is clinically necessary and relevant but poses implementation challenges that must be addressed. CONCLUSIONS Our results demonstrate FoH is common in PwT1D and affects their psychosocial well-being and diabetes management. In alignment with ADA position statement, HCP focus group results emphasize importance of screening for FoH. Implementing this newly developed FoH screener may help HCPs identify FoH in PwT1D.
Collapse
Affiliation(s)
| | | | | | | | | | | | - Marina Basina
- Stanford Diabetes Research Center, Stanford, California, USA
| | | | | | | | | | | |
Collapse
|
5
|
Paczkowski R, Poon JL, Cutts KN, Krucien N, Osumili B, de Oliveira CP, Hankosky ER, Perez-Nieves M, Radawski C, Gelhorn HL. The Burden and Impacts of Mealtime Insulin from the Perspective of People with Diabetes. Diabetes Ther 2023; 14:1057-1072. [PMID: 37184631 PMCID: PMC10184069 DOI: 10.1007/s13300-023-01405-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Accepted: 04/06/2023] [Indexed: 05/16/2023] Open
Abstract
INTRODUCTION While there have been continued advances in insulin treatment for diabetes since the discovery of insulin 100 years ago, some unmet needs still remain, including those related to mealtime insulin (MTI). The objective of this study was to explore the impacts related to MTI and the relative burden of the impacts on people with diabetes. METHODS This study was conducted across two phases, namely, a qualitative and quantitative phase. People with type 1 and 2 diabetes using MTI in the USA and UK were recruited for the study. The qualitative phase involved 30 interviews to explore the impacts associated with MTI. Based on the results of the qualitative phase, a list of impacts was developed to evaluate the importance of MTI impacts using best-worst scaling. RESULTS A total of 30 participants completed interviews, and 336 completed the quantitative phase. Participants described a range of impacts associated with MTI, including psychological (72.0%), social (63.0%), work/school (53.8%), and sleep (51.7%). Impacts for the quantitative phase were categorized under the following domains: diabetes distress, diabetes management, work productivity, and social. The three most burdensome impacts were related to diabetes distress, but the diabetes management domain contributed more than diabetes distress to the relative burden. There were minor differences in the relative importance of impacts by diabetes type, diabetes duration, and experience with continuous glucose monitoring. CONCLUSION This study confirms that people with diabetes using MTI still have an array of unmet needs, including those related to the management of their diabetes and the emotional distress of having diabetes. These findings may be useful for healthcare provider (HCP)-patient interactions to ensure HCPs are allowing patients an opportunity to discuss their experiences with MTI.
Collapse
Affiliation(s)
| | - J L Poon
- Eli Lilly and Company, Indianapolis, IN, USA
| | - K N Cutts
- Evidera, Patient-Centered Research, 7101 Wisconsin Ave, Suite 1400, Bethesda, MD, 20814, USA
| | - N Krucien
- Evidera, Patient-Centered Research, 7101 Wisconsin Ave, Suite 1400, Bethesda, MD, 20814, USA
| | - B Osumili
- Eli Lilly and Company Ltd, Bracknell, UK
| | | | | | | | - C Radawski
- Eli Lilly and Company, Indianapolis, IN, USA
| | - H L Gelhorn
- Evidera, Patient-Centered Research, 7101 Wisconsin Ave, Suite 1400, Bethesda, MD, 20814, USA.
| |
Collapse
|
6
|
Seo J, Heidenreich S, Aldalooj E, Poon JL, Spaepen E, Eby EL, Newson RS. Patients' Preferences for Connected Insulin Pens: A Discrete Choice Experiment Among Patients with Type 1 and Type 2 Diabetes. Patient 2023; 16:127-138. [PMID: 36437389 PMCID: PMC9911509 DOI: 10.1007/s40271-022-00610-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Accepted: 11/03/2022] [Indexed: 11/29/2022]
Abstract
BACKGROUND This study quantified how people with diabetes value the unique features of connected insulin pens and related mobile apps, and the underlying reasons for preferring connected versus non-connected insulin pens. METHODS A discrete choice experiment (DCE) was conducted in the USA and UK to elicit preferences of adults (≥ 18 years) with type 1 or 2 diabetes for attributes of insulin pens. Attributes included device type, dosing support, glucose monitoring, additional app features, and data sharing. Relative attribute importance (RAI) scores were calculated to capture the relative importance of an attribute. Predicted choice probabilities were obtained to compare different profiles for connected and non-connected insulin pens. RESULTS The DCE was completed by 540 participants (58.9% male; 90.7% Caucasian; mean age, 58.3 years; 69.4% type 2 diabetes). Participants most valued the possibility of using a connected insulin pen with dosing support and automated dose logging (RAI = 39.9%), followed by automatic transfer of glucose levels (RAI = 29.0%), additional features of tracking diet and physical activity (RAI = 14.6%), data sharing (RAI = 13.6%), and device type (RAI = 2.9%). All profiles of connected insulin pens were preferred over a non-connected pen (p < 0.001), and pen profiles with advanced features were preferred over those without (p < 0.001). Preferences differed by age but not diabetes type, country of residence, or insulin regimen. CONCLUSION People with diabetes in the USA and UK prefer connected over non-connected insulin pens due largely to the availability of automated logging of dose and glucose levels.
Collapse
Affiliation(s)
- Jaein Seo
- Patient-Centered Research, Evidera, Bethesda, MD, USA
| | | | | | - Jiat Ling Poon
- Value, Evidence, and Outcomes, Eli Lilly and Co, Indianapolis, IN, USA
| | | | - Elizabeth L Eby
- Value, Evidence, and Outcomes, Eli Lilly and Co, Indianapolis, IN, USA
| | | |
Collapse
|
7
|
Parikh ND, Girvan A, Coulter J, Gable J, Poon JL, Kim S, Chatterjee A, Boeri M. Risk thresholds for patients to switch between daily tablets and biweekly infusions in second-line treatment for advanced hepatocellular carcinoma: a patient preference study. BMC Cancer 2023; 23:66. [PMID: 36658529 PMCID: PMC9851100 DOI: 10.1186/s12885-022-10388-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Accepted: 11/30/2022] [Indexed: 01/21/2023] Open
Abstract
BACKGROUND Historically, high hepatocellular carcinoma (HCC)-related mortality has been, in part, due to lack of effective therapies; however, several systemic therapies have been recently approved for HCC treatment, including regorafenib and ramucirumab. These two treatments utilize different routes of administration (four daily tablets and biweekly intravenous infusions, respectively) and have different risks of adverse events (AEs). However, we lack data on patient preferences in balancing the route of administration and risk of AEs in patients with HCC. We aimed to determine patient preferences and trade-offs for second-line treatment in patients with HCC. METHODS: Patients with advanced or metastatic HCC were recruited through their physicians for this study. Patient preferences were assessed by using a modified threshold technique (TT) design in which respondents were asked two direct-elicitation questions before (assuming same safety and efficacy and only varying mode of administration) and after (incorporating the safety profiles of ramucirumab and regorafenib) the TT series on seven risks of clinically relevant AEs. RESULTS In total, of the 157 patients recruited by their physicians, 150 were eligible and consented to participate. In the first elicitation question (assuming risk and efficacy were equivalent), 61.3% of patients preferred daily tablets. However, 76.7% of patients preferred the biweekly infusion when the safety profiles of the two available second-line therapies were included. The TT analysis confirmed that preferences for oral administration were not strong enough to balance out the risk of AEs that differentiate the two therapies. DISCUSSION We found that when patients were asked to choose between a daily, oral medication and a biweekly IV medication for HCC, they were more likely to choose a daily, oral medication if efficacy and safety profiles were the same. However, when risks of AEs representing the safety profiles of two currently available second-line treatments were introduced in a second direct-elicitation question, respondents often selected an IV administration with a safety profile similar to ramucirumab, rather than oral tablets with a safety profile similar to regorafenib. Our findings indicate that the risk profile of a second-line treatment for HCC may be more important than the mode of administration to patients.
Collapse
Affiliation(s)
- Neehar D. Parikh
- grid.412590.b0000 0000 9081 2336Division of Gastroenterology and Hepatology, University of Michigan Health System, Ann Arbor, MI USA
| | - Allicia Girvan
- grid.417540.30000 0000 2220 2544Eli Lilly and Company, Indianapolis, IN USA
| | - Joshua Coulter
- grid.62562.350000000100301493RTI Health Solutions, Research Triangle Park, NC USA
| | - Jonathon Gable
- grid.417540.30000 0000 2220 2544Eli Lilly and Company, Indianapolis, IN USA
| | - Jiat Ling Poon
- grid.417540.30000 0000 2220 2544Eli Lilly and Company, Indianapolis, IN USA
| | - Sangmi Kim
- grid.417540.30000 0000 2220 2544Eli Lilly and Company, Indianapolis, IN USA
| | - Anindya Chatterjee
- grid.417540.30000 0000 2220 2544Eli Lilly and Company, Indianapolis, IN USA
| | - Marco Boeri
- RTI Health Solutions, 123B Forsyth House, Cromac Square, Belfast, BT2 8LA UK
| |
Collapse
|
8
|
Chiu K, Kan H, MacEwan J, Shinde S, Poon JL, Ahmad NN. ODP009 Obesity-related Conditions in Adults with Overweight and Obesity in the United States: A Cluster Analysis. J Endocr Soc 2022. [DOI: 10.1210/jendso/bvac150.023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
Abstract
Background
Obesity is a heterogeneous chronic condition that has varying metabolic, structural, inflammatory, degenerative, neoplastic and psychological health effects. We aimed to identify common patterns of obesity-related conditions in a nationally representative sample.
Methods
Respondents age ≥18y with body mass index (BMI) >25 kg/m2 in NHANES 2017-2018 were clustered based on key obesity-related conditions including type 2 diabetes (T2D), dyslipidemia, hypertension (HTN), cardiovascular disease (CVD), chronic kidney disease (CKD), osteoarthritis, physical limitation (PL), cancer, depression, and anxiety. Hierarchical adaptive means clustering was employed with NHANES survey weights. An optimal number of clusters was chosen with the "elbow method." Patient characteristics were compared across clusters. Clusters were characterized by conditions with a ≥ 50% prevalence in descending order.
Results
Six clusters were identified among 3,084 respondents. Cluster 1 (15.8% of the respondents; mean age: 34.9y; female: 53.5%; mean BMI: 30.8) had no obesity-related conditions. Cluster 2 (27.7%; 47.3; 42.7%; 32.5) was dominated by HTN. Cluster 3 (9.9%; 58. 0; 44.1%; 33. 0) was dominated by CKD and HTN. Cluster 4 (13.2%; 55.1; 68. 0%; 33.7) was dominated by depression, HTN, PL and dyslipidemia. Cluster 5 (23.7%; 59.4; 50.7%; 32.6) was dominated by HTN, PL, CVD and dyslipidemia. Cluster 6 (10.1%; 67.8; 45. 0%; 34.3) was dominated by HTN, dyslipidemia, T2D, PL, and CVD. Clusters 4 and 6 incurred the highest healthcare use.
Conclusions
Adults with overweight and obesity in the US have distinct patterns of obesity-related conditions, the burden of which generally increased with obesity severity and age.
Presentation: No date and time listed
Collapse
|
9
|
Ahmad NN, Robinson S, Kennedy-Martin T, Poon JL, Kan H. Clinical outcomes associated with anti-obesity medications in real-world practice: A systematic literature review. Obes Rev 2021; 22:e13326. [PMID: 34423889 PMCID: PMC9285776 DOI: 10.1111/obr.13326] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2021] [Revised: 07/06/2021] [Accepted: 07/07/2021] [Indexed: 11/26/2022]
Abstract
Anti-obesity medications (AOMs) are efficacious and well tolerated in randomized controlled trials, but findings may not be generalizable to routine clinical practice. This systematic literature review aimed to identify real-world (RW) evidence for AOMs to treat adults ( ≥ 18 years) with obesity or overweight (BMI ≥ 27 kg/m2 ). Searches conducted in MEDLINE, Embase, Health Technology Assessment (HTA) Database, National Health Service (NHS) Economic Evaluation Database, and Cochrane Central Register of Controlled Trials for studies of relevant FDA-approved AOMs yielded 41 publications. Weight loss (WL) was consistently observed, with 14% to 58.6% of patients achieving ≥ 5% WL on orlistat, phentermine/topiramate, naltrexone/bupropion, phentermine, or liraglutide in studies of 3-6 months' duration where this was measured. When cardiometabolic risk factors were assessed, AOMs reduced or had no impact on blood pressure, lipids, or glycemia. RW data on the impact of AOMs on existing obesity-related comorbidities and mortality were generally lacking. AOMs were associated with various adverse events, but these were of mild to moderate severity and no unexpected safety signals were reported. A pattern of poor adherence and persistence with AOMs was observed across studies. Overall, the review confirmed the effectiveness of AOMs in RW settings but demonstrated large gaps in the evidence base.
Collapse
Affiliation(s)
- Nadia N Ahmad
- Research and Development - Obesity, Lilly Diabetes, Eli Lilly and Company, Indianapolis, IN, USA
| | | | | | - Jiat Ling Poon
- Global Patient Outcomes and Real World Evidence, Eli Lilly and Company, Indianapolis, IN, USA
| | - Hong Kan
- Global Patient Outcomes and Real World Evidence, Eli Lilly and Company, Indianapolis, IN, USA
| |
Collapse
|
10
|
MacEwan J, Kan H, Chiu K, Poon JL, Shinde S, Ahmad NN. Anti-obesity Medication Use Among Adults with Overweight and Obesity in the United States: 2015-2018. Endocr Pract 2021; 27:1139-1148. [PMID: 34265455 DOI: 10.1016/j.eprac.2021.07.004] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/30/2021] [Revised: 07/01/2021] [Accepted: 07/03/2021] [Indexed: 12/17/2022]
Abstract
OBJECTIVE To estimate utilization of FDA-approved prescription anti-obesity medications (AOMs) and identify factors associated with AOM use in the United States. METHODS Respondents >18 years-old meeting AOM eligibility criteria in 2015-2016 and 2017-2018 National Health and Nutrition Examination Survey (NHANES) and 2016 Medical Expenditure Panel Survey (MEPS) were included in the study. AOM eligibility was defined as having a body mass index (BMI) >30 kg/m2, or a BMI between 27 to 29.9 kg/m2 and at least one obesity-related comorbidity. Demographic, socioeconomic, and clinical characteristics, economic outcomes and health-related quality of life were summarized and compared between AOM users and non-users. Multivariable logistic regression was used to identify factors associated with AOM use. RESULTS Only 0.80% of eligible adults reported use of AOMs in the past 30 days in 2015-2016 and 2017-2018 NHANES. A greater proportion of current AOM users previously tried dietary changes compared to non-users. They also reported an average weight loss of 6.8 lbs. (3.1 kg) over the previous year compared to a 3.3 lbs. (1.5 kg) gain among non-users. Total healthcare costs trended higher among AOM users, driven mostly by higher outpatient healthcare costs. A BMI ≥30 kg/m2, depression, dyslipidemia, and infertility predicted AOM use, whereas Medicare and being at risk of sleep apnea were associated with lower odds of AOM use. CONCLUSION Despite availability of newer AOMs and inclusion of AOMs in medical treatment guidelines, AOM utilization remains low. This may reflect under-prescribing of and/or restricted patient access to approved evidence-based pharmacotherapy for obesity.
Collapse
Affiliation(s)
- Joanna MacEwan
- PRECISIONheor, Los Angeles, CA; Genesis Research, Hoboken, NJ.
| | - Hong Kan
- Eli Lilly & Company, Indianapolis, IN
| | | | | | | | | |
Collapse
|
11
|
Coyne KS, Barsdorf AI, Currie BM, Poon JL, Mazière JY, Pierson RF, Butler SF, Schnoll SH, Farrar JT, Fisher HJ, Franks MJ. Insight into chronic pain in the United States: descriptive results from the Prescription Opioid Misuse and Abuse Questionnaire (POMAQ) validation study. Curr Med Res Opin 2021; 37:483-492. [PMID: 33331191 DOI: 10.1080/03007995.2020.1865889] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
OBJECTIVE A chronic pain patient sample living in the United States who participated in a cross-sectional study to evaluate the validity and reproducibility of the Prescription Opioid Misuse and Abuse Questionnaire is characterized. METHODS Patients with chronic pain identified through electronic medical records as refilling at least one opioid prescription within the prior 3 months were recruited from five United States Department of Defense Military Health System clinics. Patients completed the Prescription Opioid Misuse and Abuse Questionnaire, Brief Pain Inventory-Short Form, Medical Outcomes Study: 36-item Short Form, and sociodemographic questions online. Clinical characteristics and electronic medical records for 1 year prior to consent were collected. RESULTS 809 (86.2%) participants completed the Prescription Opioid Misuse and Abuse Questionnaire. Mean (± standard deviation) age was 55.4 ± 12.7 years; the majority female (55.5%) and white (74.8%). Mean duration of chronic pain was 14.7 ± 10.5 years; the most common pain conditions were lower back pain (76.6%), neck or shoulder pain (60.3%), and osteoarthritis (38.7%). The most commonly prescribed opioids were oxycodone (35.7%), tramadol (34.5%), and hydrocodone (26.9%); 54.8% took one opioid, 44.9% took 2 or more opioids. DISCUSSION Participants' health status was poor; pain severity and interference were moderate. Electronic medical record data revealed high healthcare resource utilization. This chronic pain population was severely impacted by their pain condition(s).
Collapse
Affiliation(s)
| | | | | | | | | | | | | | | | - John T Farrar
- Center for Clinical Epidemiology and Biostatistics, University of Pennsylvania, Philadelphia, PA, USA
| | | | | |
Collapse
|
12
|
Poon JL, Marshall C, Johnson C, Pegram H, Hunter M, Kan H, Ahmad N. SUN-LB102 Development of a Conceptual Model to Present the Impacts of Obesity on Physical Functioning. J Endocr Soc 2020. [PMCID: PMC7208274 DOI: 10.1210/jendso/bvaa046.2058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
Background. Obesity is a chronic disease with a significant negative impact on health-related quality of life (HRQoL) and specifically, physical functioning, including the ability to complete activities of daily living (ADLs). Weight loss based on lifestyle management (e.g. diet, exercise), surgery, and pharmacotherapy can improve physical functioning; however, there is a need for further qualitative research to support the content validity of patient-reported outcome (PRO) measures for use in clinical studies of obesity and thus inform regulatory decision-making. Objective. To explore the impacts of obesity on physical functioning and develop a conceptual model (a visual representation of the concepts of importance and relevance to the experience of living with obesity) to ultimately support the content validity of PRO measures.Methods. Qualitative semi-structured interviews were conducted in the United States with individuals who have overweight and obesity (Body Mass Index [BMI] ≥ 27.0 kg/m2) with a history of at least one unsuccessful dietary effort to lose body weight. Recruitment quotas targeted a sample with diverse demographic and clinical characteristics, including participants with and without diabetes. Experienced qualitative interviewers used open-ended questions to elicit spontaneous reports of the impact of obesity on individuals’ daily lives, and specific probing questions to explore impacts on physical functioning. Interviews were audio-recorded, transcribed and analyzed using thematic techniques. Results. A total of 33 participants were interviewed (mean BMI of 37.6 kg/m2 [27.4 kg/m2 to 56.6 kg/m2]; mean age of 45 years [19 to 81 years]). The sample included a mix of races (Caucasian: n=12, 36%), education completed (high school: n=17, 51%) and split of gender (female: n=16, 48%). During development of the conceptual model, two separate domains were identified to group the reported impacts on physical functioning: ‘Mobility/Movement’ and ‘ADLs’. The most frequently reported impacts related to Mobility/Movement were ‘running’ (n=31/33, 94%), ‘bending’ (n=27/33, 82%), ‘walking’ (n=26/33, 79%), ‘difficulty standing for prolonged periods’ (n=22/33, 67%), and ‘lifting’ (n=19/33, 58%). All participants reported effects on some aspect of physical functioning, which were often characterized in terms of their direct impact on ADLs such as ‘household chores’ (n=21/33, 64%). Conclusions. The conceptual model will serve as a basis to identify fit-for-purpose PRO measures with strong content validity to evaluate the impact of anti-obesity therapies on physical functioning in future clinical studies. Obesity has a consistent and significant impact on physical functioning, leading to limitations in various aspects of mobility and affecting an individual’s ability to carry out specific daily activities.
Collapse
Affiliation(s)
| | | | | | | | | | - Hongjun Kan
- Eli Lilly and Company, Indianapolis, IN, USA
| | | |
Collapse
|
13
|
Nowell WB, Curtis JR, Nolot SK, Curtis D, Venkatachalam S, Owensby JK, Poon JL, Calvin AB, Kannowski CL, Faries DE, Gavigan K, Haynes VS. Digital Tracking of Rheumatoid Arthritis Longitudinally (DIGITAL) Using Biosensor and Patient-Reported Outcome Data: Protocol for a Real-World Study. JMIR Res Protoc 2019; 8:e14665. [PMID: 31573949 PMCID: PMC6788333 DOI: 10.2196/14665] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2019] [Revised: 08/14/2019] [Accepted: 08/17/2019] [Indexed: 11/27/2022] Open
Abstract
Background Rheumatoid arthritis (RA) is a condition with symptoms that vary over time. The typical 3- to 6-month interval between physician visits may lead to patients failing to recall or underreporting symptoms experienced during the interim. Wearable digital technology enables the regular passive collection of patients’ biometric and activity data. If it is shown to be strongly related to data captured by patient-reported outcome (PRO) measures, information collected passively from wearable digital technology could serve as an objective proxy or be complementary to patients’ subjective experience of RA symptoms. Objective The goal of this study is to characterize the extent to which digital measures collected from a consumer-grade smartwatch agree with measures of RA disease activity and other PROs collected via a smartphone app. Methods This observational study will last 6 months for each participant. We aim to recruit 250 members of the ArthritisPower registry with an RA diagnosis who will receive a smartwatch to wear for the period of the study. From the ArthritisPower mobile app on their own smartphone device, participants will be prompted to answer daily and weekly electronic PRO (ePRO) measures for the first 3 months. Results The study was launched in December 2018 and will require up to 18 months to complete. Study results are expected to be published by the end of 2021. Conclusions The completion of this study will provide important data regarding the following: (1) the relationship between passively collected digital measures related to activity, heart rate, and sleep collected from a smartwatch with ePROs related to pain, fatigue, physical function, and RA flare entered via smartphone app; (2) determine predictors of adherence with smartwatch and smartphone app technology; and (3) assess the effect of study-specific reminders on adherence with the smartwatch. International Registered Report Identifier (IRRID) DERR1-10.2196/14665
Collapse
Affiliation(s)
| | - Jeffrey R Curtis
- School of Health Professions, University of Alabama at Birmingham, Birmingham, AL, United States
| | | | - David Curtis
- Global Healthy Living Foundation, Upper Nyack, NY, United States
| | | | - Justin K Owensby
- School of Health Professions, University of Alabama at Birmingham, Birmingham, AL, United States
| | | | - Amy B Calvin
- Eli Lilly and Company, Indianapolis, IN, United States
| | | | | | - Kelly Gavigan
- Global Healthy Living Foundation, Upper Nyack, NY, United States
| | | |
Collapse
|
14
|
Cather JC, Ryan C, Meeuwis K, Potts Bleakman AJ, Naegeli AN, Edson-Heredia E, Poon JL, Jones C, Wallace AN, Guenther L, Fretzin S. Patients' Perspectives on the Impact of Genital Psoriasis: A Qualitative Study. Dermatol Ther (Heidelb) 2017; 7:447-461. [PMID: 29076000 PMCID: PMC5698203 DOI: 10.1007/s13555-017-0204-3] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2017] [Indexed: 02/08/2023] Open
Abstract
Introduction Plaque psoriasis is a chronic skin disease where genital involvement is relatively common. Yet health care providers do not routinely evaluate psoriasis patients for genital involvement and patients do not readily initiate discussion of it. Methods A qualitative study of 20 US patients with dermatologist-confirmed genital psoriasis (GenPs) and self-reported moderate-to-severe GenPs at screening was conducted to identify key GenPs symptoms and their impacts on health-related quality of life (HRQoL). Results Patients had a mean age of 45 years, 55% were female, and patients had high rates of current/recent moderate-to-severe overall (65%) and genital (70%) psoriasis. Patients reported the following GenPs symptoms: genital itch (100%), discomfort (100%), redness (95%), stinging/burning (95%), pain (85%), and scaling (75%). Genital itching (40%) and stinging/burning (40%) were the most bothersome symptoms. Impacts on sexual health included impaired sexual experience during sexual activity (80%), worsening of symptoms after sexual activity (80%), decreased frequency of sexual activity (80%), avoidance of sexual relationships (75%), and reduced sexual desire (55%). Negative effects on sexual experience encompassed physical effects such as mechanical friction, cracking, and pain as well as psychosocial effects such as embarrassment and feeling stigmatized. Males reported a higher burden of symptoms and sexual impacts. Other HRQoL impacts were on mood/emotion (95%), physical activities (70%), daily activities (60%), and relationships with friends and family (45%). These impacts significantly affected daily activities. Physical activities were affected by symptoms and flares, and increased sweat and friction worsened symptoms. Patients reported daily practices to control outcomes. Conclusion The high level of reported symptoms and sexual and nonsexual impacts reflects the potential burden of moderate-to-severe GenPs. GenPs can impact many facets of HRQoL and providers should evaluate their patients for the presence of genital psoriasis and its impact on their quality of life. Funding Eli Lilly and Company. Electronic supplementary material The online version of this article (doi:10.1007/s13555-017-0204-3) contains supplementary material, which is available to authorized users. Background Psoriasis is a skin disease that can cause itchy, raised red patches of skin. Currently, psoriasis cannot be cured but medicines can make the patches smaller or go away completely. The patches can occur anywhere on the body. Sometimes people get them in their genital area. However, people are sensitive about this area and may not tell their doctor. Their doctor may not look or ask either. What We Did We interviewed 20 men and women who had moderate-to-severe genital psoriasis. We asked about their health-related quality of life, including their sex life. What We Learned All 20 people said they had symptoms of itching and discomfort in their genital area. Most people also had symptoms of redness, stinging or burning, pain, and scaling (flaky skin). Most people said symptoms affected their sex life. Sexual activity was less comfortable. People had sexual activity less often. Physical reasons, such as pain, bothered some people. Emotional reasons, such as being embarrassed, bothered other people more. People said the genital psoriasis affected how they felt. For example, it made them stressed, angry, or sad. Genital psoriasis made physical activities such as walking and running more uncomfortable for many people, especially when symptoms “acted up.” Sweating a lot, wearing tight underwear, or working a long day could make symptoms worse too. About half the people spent less time with their family and friends because of their symptoms. People also did things to try to reduce their symptoms. Some people wore loose clothes or soaked in a bathtub every night or after sex. Other people carried cream (to stop the itch) with them all the time. Conclusion Other people may not experience what these 20 people did. However, having genital psoriasis can significantly impact someone’s life. Patients and doctors should talk about it. Electronic supplementary material The online version of this article (doi:10.1007/s13555-017-0204-3) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
| | - Caitriona Ryan
- Department of Dermatology, St Vincent's University Hospital, Dublin, Ireland
| | - Kim Meeuwis
- Departments of Dermatology and Obstetrics and Gynaecology, Radboud University Medical Center, Nijmegen, The Netherlands
| | | | - April N Naegeli
- Lilly Research Laboratory, Eli Lilly and Company, Indianapolis, IN, USA
| | | | | | - Cate Jones
- Lilly Research Laboratory, Eli Lilly and Company, Indianapolis, IN, USA
| | | | - Lyn Guenther
- The Guenther Dermatology Research Centre, London, ON, Canada
| | - Scott Fretzin
- Dawes Fretzin Dermatology Group, Indianapolis, IN, USA
| |
Collapse
|
15
|
Gelhorn HL, Bacci ED, Poon JL, Boye KS, Suzuki S, Babineaux SM. Evaluating preferences for profiles of glucagon-like peptide-1 receptor agonists among injection-naive type 2 diabetes patients in Japan. Patient Prefer Adherence 2016; 10:1337-48. [PMID: 27524889 PMCID: PMC4966566 DOI: 10.2147/ppa.s109289] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
OBJECTIVE The objective of this study was to use a discrete choice experiment (DCE) to estimate patients' preferences for the treatment features, safety, and efficacy of two specific glucagon-like peptide-1 receptor agonists, dulaglutide and liraglutide, among patients with type 2 diabetes mellitus (T2DM) in Japan. METHODS In Japan, patients with self-reported T2DM and naive to treatment with self-injectable medications were administered a DCE through an in-person interview. The DCE examined the following six attributes of T2DM treatment, each described by two levels: "dosing frequency", "hemoglobin A1c change", "weight change", "type of delivery system", "frequency of nausea", and "frequency of hypoglycemia". Part-worth utilities were estimated using logit models and were used to calculate the relative importance (RI) of each attribute. A chi-square test was used to determine the differences in preferences for the dulaglutide versus liraglutide profiles. RESULTS The final evaluable sample consisted of 182 participants (mean age: 58.9 [standard deviation =10.0] years; 64.3% male; mean body mass index: 26.1 [standard deviation =5.0] kg/m(2)). The RI values for the attributes in rank order were dosing frequency (44.1%), type of delivery system (26.3%), frequency of nausea (15.1%), frequency of hypoglycemia (7.4%), weight change (6.2%), and hemoglobin A1c change (1.0%). Significantly more participants preferred the dulaglutide profile (94.5%) compared to the liraglutide profile (5.5%; P<0.0001). CONCLUSION This study elicited the preferences of Japanese T2DM patients for attributes and levels representing the actual characteristics of two existing glucagon-like peptide-1 receptor agonists. In this comparison, dosing frequency and type of delivery system were the two most important characteristics, accounting for >70% of the RI. These findings are similar to those of a previous UK study, providing information about patients' preferences that may be informative for patient-clinician treatment discussions.
Collapse
Affiliation(s)
| | | | | | - Kristina S Boye
- Global Patient Outcomes and Real World Evidence, Eli Lilly and Company, Indianapolis, IN, USA
| | - Shuichi Suzuki
- Medicines Development Unit Japan, Eli Lilly Japan, Kobe, Japan
| | - Steven M Babineaux
- Global Patient Outcomes and Real World Evidence, Eli Lilly and Company, Indianapolis, IN, USA
| |
Collapse
|
16
|
Wyrwich KW, Krishnan S, Poon JL, Auguste P, von Maltzahn R, Yu R, von Mackensen S. Interpreting important health-related quality of life change using the Haem-A-QoL. Haemophilia 2015; 21:578-84. [PMID: 25828456 DOI: 10.1111/hae.12642] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/07/2015] [Indexed: 11/28/2022]
Abstract
The Haemophilia Quality of Life Questionnaire for Adults (Haem-A-QoL) measures health-related quality of life (HRQoL) in adults with haemophilia; however, change score thresholds for identifying individuals experiencing a HRQoL benefit have not been appropriately investigated. The objective of this analysis was to derive appropriate HRQoL responder definitions (RDs) for two Haem-A-QoL domains that reflect key impairments, 'Physical Health' and 'Sports & Leisure,' and the Haem-A-QoL 'Total Score' using anchor- and distribution-based methods. In this analysis, data from adults in A-LONG and B-LONG, two Phase 3 clinical studies of rFVIIIFc in haemophilia A and rFIXFc in haemophilia B, respectively, were used. The anchor-based approach identified Haem-A-QoL changes corresponding to EQ-5D item improvements between baseline and 6 months; the distribution-based methods examined the magnitude at baseline of one-half standard deviation and the standard error of measurement. Through triangulation, the most appropriate RDs were derived. Of the 133 A-LONG and 73 B-LONG subjects with baseline Haem-A-QoL scores, 67 and 51 subjects, respectively, completed the Haem-A-QoL questionnaire at both baseline and 6 months follow-up. Triangulation of anchor- and distribution-based estimates with the observed Haem-A-QoL change scores identified a 10-point reduction in the 'Physical Health' and 'Sports & Leisure' domains, and a 7-point reduction in 'Total Score' as the RD thresholds most indicative of HRQoL benefit. These empirically derived RDs for two key Haem-A-QoL domains and 'Total Score' are reasonable and practical thresholds for identifying subjects with notable improvements in HRQoL, and provides HRQoL RDs that can be used for further analysis and interpretation of data from haemophilia clinical trials.
Collapse
Affiliation(s)
| | | | | | | | | | - R Yu
- Evidera, Bethesda, MD, USA
| | - S von Mackensen
- Institute of Medical Psychology, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| |
Collapse
|
17
|
Niu X, Poon JL, Riske B, Zhou ZY, Ullman M, Lou M, Baker J, Koerper M, Curtis R, Nichol MB. Physical activity and health outcomes in persons with haemophilia B. Haemophilia 2014; 20:814-21. [PMID: 25156277 DOI: 10.1111/hae.12485] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/28/2014] [Indexed: 11/30/2022]
Abstract
Regular participation in physical activity helps to prevent damage and maintain joint health in persons with haemophilia. This study describes self-reported physical activity participation among a sample of people with haemophilia B in the US and measures its association with health-related quality of life (HRQoL). Data on 135 participants aged 5-64 years were abstracted from Hemophilia Utilization Group Study Part Vb. The International Physical Activity Questionnaire assessed physical activity among participants aged 15-64 years, and the Children's Physical Activity Questionnaire abstracted from the Canadian Community Health Survey was used for participants aged 5-14 years. SF-12 was used to measure HRQoL and the EuroQol (EQ-5D-3L) was used to measure health status for participants older than 18 years of age. PedsQL was used to measure HRQoL in children aged 5-18 years. Sixty-two percent of participants in the 15-64 year-old age cohort reported a high level of physical activity, 29% reported moderate activity and 9% reported low activity. For children aged 5-14 years, 79% reported participating in physical activity for at least 4 days over a typical week. Based on the 2008 Physical Activity Guidelines for Americans, 79% of adults achieved the recommended physical activity level. Multivariable regression models indicated that adults who engaged in a high level of physical activity reported EQ-5D Visual Analogue Scale (VAS) scores that were 11.7 (P = 0.0726) points greater than those who engaged in moderate/low activity, indicating better health outcomes. Among children, no statistically significant differences in health outcomes were found between high and moderate or low activity groups.
Collapse
Affiliation(s)
- X Niu
- University of Southern California, Los Angeles, CA, USA
| | | | | | | | | | | | | | | | | | | |
Collapse
|
18
|
Soon SS, Goh SY, Bee YM, Poon JL, Li SC, Thumboo J, Wee HL. Audit of Diabetes-Dependent Quality of Life (ADDQoL) [Chinese Version for Singapore] questionnaire: reliability and validity among Singaporeans with type 2 diabetes mellitus. Appl Health Econ Health Policy 2010; 8:239-249. [PMID: 20578779 DOI: 10.2165/11313920-000000000-00000] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
Abstract
BACKGROUND The Audit of Diabetes-Dependent Quality of Life (ADDQoL) questionnaire is an individualized instrument that measures the impact of diabetes mellitus on quality of life (QOL). With the worldwide increase in the number of Chinese people diagnosed with diabetes, we anticipated that a Chinese-language version of the ADDQoL would be urgently needed. OBJECTIVE To evaluate the reliability and validity of the ADDQoL (Chinese version for Singapore) among Chinese-speaking Singaporeans with type 2 diabetes mellitus (T2DM). METHODS Chinese versions of the ADDQoL, EuroQoL-Visual Analogue Scale (EQ-VAS), EQ-5D and SF-6D were administered to Chinese-speaking participants with T2DM (aged > or =21 years) at a tertiary acute-care hospital by convenience sampling. The ADDQoL was assessed for the following: internal consistency (Cronbach's alpha); test-retest reliability (intraclass correlation coefficient [ICC]); factor structure; known-groups validity (insulin requiring vs non-insulin requiring, with vs without diabetes-related complications, overweight/obese vs not overweight/obese); and convergent and divergent validity (with EQ-VAS, EQ-5D and SF-6D). The usefulness of weighting and 'not applicable' (NA) options (key features of ADDQoL) were also evaluated. RESULTS In 88 participants (58% male, mean [SD] age 56.6 [11.74] years), the mean (SD) ADDQoL average weighted impact (AWI) score was -2.613 (1.899). Cronbach's alpha was 0.941 and the ICC was 0.955 (95% CI 0.812, 0.990). In confirmatory factor analysis, the hypothesized one-factor solution was supported. ADDQoL AWI scores correlated strongly with ADDQoL diabetes-dependent global QOL scores (Spearman's rank correlation coefficient [r(s)] = 0.5983) and weakly with generic measures (r(s) = -0.028 for ADDQoL present global QOL scores, 0.310 for EQ-VAS, 0.164 for EQ-5D and 0.281 for SF-6D). Participants who required insulin, those with diabetes-related complications and those who were overweight/obese reported lower AWI scores, but the differences were not statistically significant. Importance scores of zero were assigned 1-28% of the time and the NA options were selected 3-49% of the time. CONCLUSIONS The ADDQoL is reliable and probably valid for assessing QOL among Chinese-speaking Singaporeans with T2DM, although known-groups validity warrants further investigation.
Collapse
Affiliation(s)
- Swee Sung Soon
- Department of Pharmacy, National University of Singapore, Singapore
| | | | | | | | | | | | | |
Collapse
|