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Percy C, Turner A, Orr C. Developing a Novel Web-Based Self-Management Support Intervention for Polycystic Ovary Syndrome: Mixed Methods Study With Patients and Health Care Professionals. JMIR Form Res 2024; 8:e52427. [PMID: 38451567 PMCID: PMC10958350 DOI: 10.2196/52427] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Revised: 10/18/2023] [Accepted: 01/10/2024] [Indexed: 03/08/2024] Open
Abstract
BACKGROUND Polycystic ovary syndrome (PCOS) represents a significant global health burden requiring urgent attention. This common chronic endocrine and cardiometabolic condition affects around 1 in 10 women and individuals assigned female at birth, with significant adverse effects on well-being, quality of life, and mental health, as well as serious and complex long-term health consequences. International guidelines for best health care practice recommend the provision of comprehensive cognitive behavioral interventions to support self-management and improve health outcomes for those living with PCOS. Web-based health interventions have the potential to meet this need in an accessible and scalable way. OBJECTIVE We aim to identify barriers to self-management and psychological well-being in women with PCOS and adapt a web-based self-management program to provide a prototype digital support intervention for them. METHODS We adapted an existing support program (HOPE) for PCOS using the antecedent target measure approach. We conducted qualitative interviews with 13 adult women living with PCOS, 3 trustees of a patients with PCOS advocacy charity, and 4 endocrinologists to identify "antecedents" (barriers) to self-management and psychological well-being. Framework analysis was used to identify potentially modifiable antecedents to be targeted by the novel intervention. At a national conference, 58 key stakeholders (patients and health professionals) voted for the antecedents they felt were most important to address. We used research evidence and relevant theory to design a prototype for the PCOS intervention. RESULTS Voting identified 32 potentially modifiable antecedents, relating to knowledge, understanding, emotions, motivation, and behaviors, as priorities to be targeted in the new intervention. A modular, web-based prototype HOPE PCOS intervention was developed to address these, covering six broad topic areas (instilling HOPE for PCOS; managing the stress of PCOS; feeding your mind and body well; body image, intimacy, and close relationships; staying healthy with PCOS; and keeping PCOS in its place). CONCLUSIONS We identified barriers to self-management and psychological well-being in women with PCOS and used these to adapt a web-based self-management program, tailoring it for PCOS, which is a comprehensive group intervention combining education, empowerment, lifestyle management, peer support with cognitive behavioral tools, and goal-setting (to be delivered by peers or codelivered with health care professionals). The modular structure offers flexibility to adapt the program further as new clinical recommendations emerge. The intervention has the potential to be delivered, evaluated for feasibility, and, if effective, integrated into health care services. Self-management interventions are not designed to replace clinical care; rather, they serve as an additional source of support. The HOPE PCOS program conveys this message in its content and activities. Future research should evaluate the prototype intervention using primary outcomes such as measures of psychological well-being, self-management self-efficacy, depression, anxiety, and PCOS-related quality of life. They should also assess the intervention's acceptability, scalability, and cost-effectiveness.
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Affiliation(s)
- Carol Percy
- Centre for Intelligent Healthcare, Coventry University, Coventry, United Kingdom
| | - Andrew Turner
- Centre for Intelligent Healthcare, Coventry University, Coventry, United Kingdom
| | - Charys Orr
- Harris Church of England Academy, Diocese of Coventry Multi Academy Trust, Coventry, United Kingdom
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Guan M, Li R, Shen Q, Wang GP, Li Z, Xiao M, Lei J. Women's experience of polycystic ovary syndrome management: A systematic review and meta-synthesis. Int J Gynaecol Obstet 2024; 164:857-868. [PMID: 37605982 DOI: 10.1002/ijgo.15031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2023] [Revised: 07/09/2023] [Accepted: 07/23/2023] [Indexed: 08/23/2023]
Abstract
BACKGROUND Polycystic ovary syndrome (PCOS) is a common chronic condition in women of child-bearing age. There is currently no effective treatment, so early and long-term management is essential. However, there are many problems in the practice of disease management in women with PCOS that make it difficult to achieve good outcomes. OBJECTIVE To explore women's experience of PCOS management and identify the relevant facilitators and barriers to management. SEARCH STRATEGY A structured search was undertaken in five bibliographic databases (MEDLINE, Web of Science, CINAHL, Embase, PubMed, and Cochrane) from the date of establishment of the database up to December 2022. SELECTION CRITERIA All qualitative and mixed-methods studies available in English describing the experience of PCOS management from the patients' perspective were included. DATA COLLECTION AND ANALYSIS The Joanna Briggs Institute Qualitative Assessment and Review Instrument was used to appraise study quality. The evidence was synthesized using a pragmatic meta-aggregative approach guided by the capability, opportunity, and motivation model of behavior (COM-B). MAIN RESULTS A total of 13 studies were included with 85 equivocal findings and 12 credible findings. The findings were meta-aggregated into three themes: (1) capability of women with PCOS, including patients' attitudes toward disease and management, knowledge, and skills of the disease; (2) opportunities in PCOS management, including information about PCOS, diagnostic delay, disease characteristics, disease management plan, and logistical and environmental problems; and (3) motivation in PCOS management, including impact of symptoms, perceived needs, support and feedback, and unpleasant medical experience. CONCLUSIONS This study identifies facilitators and barriers to PCOS management from the patient perspective, which can guide the design and implementation of PCOS management programs for patients. This study also provides information for future research into how the COM-B theory can be incorporated into specific management plans to promote patient action.
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Affiliation(s)
- Minhui Guan
- Xiang Ya Nursing School of Central South University, Changsha, China
- Department of Obstetrics and Gynecology, The Third Xiangya Hospital of Central South University, Changsha, China
| | - Rong Li
- Xiang Ya Nursing School of Central South University, Changsha, China
- Department of Obstetrics and Gynecology, The Third Xiangya Hospital of Central South University, Changsha, China
| | - Quan Shen
- Xiang Ya Nursing School of Central South University, Changsha, China
- Department of Obstetrics and Gynecology, The Third Xiangya Hospital of Central South University, Changsha, China
| | - Guang Peng Wang
- Xiang Ya Nursing School of Central South University, Changsha, China
- Department of Obstetrics and Gynecology, The Third Xiangya Hospital of Central South University, Changsha, China
| | - Ziyan Li
- Xiang Ya Nursing School of Central South University, Changsha, China
- Department of Obstetrics and Gynecology, The Third Xiangya Hospital of Central South University, Changsha, China
| | - Meili Xiao
- Xiang Ya Nursing School of Central South University, Changsha, China
- Department of Obstetrics and Gynecology, The Third Xiangya Hospital of Central South University, Changsha, China
| | - Jun Lei
- Department of Obstetrics and Gynecology, The Third Xiangya Hospital of Central South University, Changsha, China
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Sydora BC, Wilke MS, McPherson M, Chambers S, Ghosh M, Vine DF. Challenges in diagnosis and health care in polycystic ovary syndrome in Canada: a patient view to improve health care. BMC Womens Health 2023; 23:569. [PMID: 37925392 PMCID: PMC10625259 DOI: 10.1186/s12905-023-02732-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2023] [Accepted: 10/26/2023] [Indexed: 11/06/2023] Open
Abstract
BACKGROUND Polycystic Ovary Syndrome (PCOS) is the most common endocrine-metabolic disorder affecting health and quality of life of those affected across the lifespan. We currently have limited evidence-based data on the experience of those living with PCOS in the health care system including diagnosis, health concerns and disease management. The aim of this study was to assess the perceptions of health status, health care experience and disease management support in those affected by PCOS in Alberta, Canada. METHODS An online questionnaire was completed via REDCap by individuals self-reporting a diagnosis of PCOS. Question categories included demographics, symptoms of PCOS and time to confirm a diagnosis, follow-up care, health concerns, and information resources. Descriptive statistics were used and thematic analyses was applied to open-response questions. RESULTS Responses from 194 participants living in Canada (93% in Alberta) were included. The average age was 34 ± 8 years and BMI was 35 ± 9. Menstrual irregularity was identified in 84% of respondents as the first symptom noticed and the primary reason for seeking a medical consultation. A PCOS diagnosis occurred on average 4.3 years following awareness of first symptoms and required consultation with more than one primary care provider for 57% of respondents. Half (53%) of respondents reported not receiving a referral to specialists for follow-up care and 70% were not informed about long-term health morbidity such as diabetes or cardiovascular disease. Most respondents (82%) did their own research about PCOS using on-line sources, academic literature and advice from peer support. The participant themes from open questions for improving health care included more resources and support, increased and reliable information, better education and training for clinicians, timely diagnosis, prompt referrals to specialists, and generally more compassion and empathy to the challenges faced by those managing their disease. CONCLUSION Our findings highlight the health concerns and challenges in health care for those with PCOS. In Alberta, Canada we have identified major gaps in health care including a timely diagnosis, follow up care and supports, and multidisciplinary care. This evidence-based data can be used to inform development of pathways to improve the health care experience in those affected by PCOS.
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Affiliation(s)
- Beate C Sydora
- Metabolic and Cardiovascular Disease Laboratory, University of Alberta, Edmonton, Canada
| | - Michaelann S Wilke
- Metabolic and Cardiovascular Disease Laboratory, University of Alberta, Edmonton, Canada
| | - Maggie McPherson
- Metabolic and Cardiovascular Disease Laboratory, University of Alberta, Edmonton, Canada
| | - Sarah Chambers
- Metabolic and Cardiovascular Disease Laboratory, University of Alberta, Edmonton, Canada
| | - Mahua Ghosh
- Division of Endocrinology and Metabolism, Department of Medicine, Faculty of Medicine & Dentistry, University of Alberta, Edmonton, Canada
| | - Donna F Vine
- Metabolic and Cardiovascular Disease Laboratory, University of Alberta, Edmonton, Canada.
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Rao VS, Armour M, Cheema BS, Smith CA, Moran L, Perera RS, Lim S, Gupta S, De Manincor M, Vaidya R, Ee C. Use of traditional and complementary medicine by ethnic Indian women living with polycystic ovary syndrome: a global survey. BMC Complement Med Ther 2023; 23:392. [PMID: 37924068 PMCID: PMC10623873 DOI: 10.1186/s12906-023-04229-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Accepted: 10/20/2023] [Indexed: 11/06/2023] Open
Abstract
BACKGROUND Traditional, complementary, and integrative medicine (TCIM) is commonly used by those living with Polycystic Ovary Syndrome (PCOS) but little is known about the use of TCIM such as yoga and Ayurveda in ethnic Indian women with PCOS living worldwide. This survey aimed to explore the prevalence and types of TCIM used and in particular the pattern of use of yoga and Ayurveda including reasons for not using and future interest in using them among non-users. METHOD An online, international cross-sectional survey was conducted using a pre-designed survey tool. Participants were ethnic Indian women of reproductive age who reported that they were medically diagnosed with PCOS. Descriptive analysis was used to identify the proportion of TCIM users, while a multivariable binary logistic regression was used to analyze their characteristics. RESULTS Data from 3130 respondents were analysed. The prevalence of TCIM use was 80% (2515/3130). Yoga and Ayurveda were the most frequently practised TCIM modalities with a prevalence of 57% and 37% respectively. We found a high future interest in using yoga (81%) and Ayurveda (70%) among the non-users. The motivation for most Ayurveda use was a recommendation from family/friends (66%), rather than personal choice (38%) or the internet (19%). Most women used Ayurveda because it has natural ingredients (64%) and it is safe (60%) and cited its use to be safe and somewhat helpful. The majority of women were currently practising yoga (73%) up to four times a week (54%) at home (93%). Yoga was primarily used to improve overall health (67%), manage weight (64%), stress (54%) hormonal imbalance (49%) and emotional well-being (48%). Barriers to practising yoga were common among the current users and non-users and included lack of motivation (59% and 59%), time constraints (48% and 39%), and non-availability of yoga teachers specialised in PCOS (31% and 23%). Most women found yoga to be helpful and preferred individual one-on-one (52%) yoga sessions specifically tailored for PCOS (58%). CONCLUSION This is the first international study that discovered the prevalence and pattern of TCIM use among ethnic Indian women with PCOS living worldwide. We support the urgent need for more research, education, and regulation of different TCIM modalities to promote safe and effective practices globally.
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Affiliation(s)
- Vibhuti Samarth Rao
- NICM Health Research Institute, Western Sydney University, Penrith, NSW, 2571, Australia.
| | - Mike Armour
- NICM Health Research Institute, Western Sydney University, Penrith, NSW, 2571, Australia
| | - Birinder S Cheema
- School of Health Sciences, Western Sydney University, Campbelltown, NSW, 2560, Australia
| | - Caroline A Smith
- NICM Health Research Institute, Western Sydney University, Penrith, NSW, 2571, Australia
| | - Lisa Moran
- Monash Centre for Health Research and Implementation, Monash University, Clayton, VIC, 3168, Australia
| | - Romain S Perera
- Department of Cell and Developmental Biology, University College London, London, WC1E 6BT, UK
| | - Siew Lim
- Health Systems and Equity, Eastern Health Clinical School, Monash University, Boxhill, VIC, 3128, Australia
| | - Sabrina Gupta
- School of Psychology and Public Health, La Trobe University, Melbourne, VIC, 3689, Australia
| | - Michael De Manincor
- NICM Health Research Institute, Western Sydney University, Penrith, NSW, 2571, Australia
| | - Rama Vaidya
- Division of Endocrine and Metabolic Disorders, Kasturba Health Society's Medical Research Centre, Mumbai, 400056, India
| | - Carolyn Ee
- NICM Health Research Institute, Western Sydney University, Penrith, NSW, 2571, Australia.
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Sherif K, Coborn J, Hoovler A, Gill L. Medical journey of patients with polycystic ovary syndrome and obesity: a cross-sectional survey of patients and primary care physicians. Postgrad Med 2023; 135:312-320. [PMID: 36330844 DOI: 10.1080/00325481.2022.2140511] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
OBJECTIVES Patients with polycystic ovary syndrome (PCOS) report dissatisfaction with the diagnostic process and are more likely to have overweight or obesity. We wanted to understand the role that primary care physicians (PCPs) play in the diagnosis of PCOS and how they contribute to treatment of patients with PCOS and obesity. METHODS A cross-sectional online survey was completed by 251 patients with PCOS and obesity (BMI ≥30 kg/m2) and 305 healthcare providers (PCPs, obstetricians/gynecologists, reproductive and general endocrinologists). This paper focuses on the 75 PCPs treating patients with PCOS and obesity. RESULTS In the most common patient journey, we found that most patients with PCOS and obesity (53%) have initial discussions about PCOS symptoms with PCPs. However, less than one quarter of patients receive a PCOS diagnosis (22%) or initial treatment (24%) for PCOS from a PCP. One quarter of patients also reported receiving a misdiagnosis from a PCP prior to their PCOS diagnosis. Compared to other healthcare providers surveyed, PCPs were the least comfortable making a PCOS diagnosis. Compared to PCPs without an obesity management focus, PCPs with an obesity management focus were more likely to diagnose patients themselves (38% vs 62%) and initiate PCOS treatment themselves (42% vs 57%). According to PCPs, difficulty with obesity management (47%) was the top reason that patients with PCOS and obesity stop seeing them for PCOS management. CONCLUSION PCPs are often the initial medical touchpoint for patients with PCOS and obesity. However, PCPs play a smaller role in diagnosis and treatment of PCOS. Increasing education on obesity management may encourage PCPs to diagnose and treat more patients with PCOS and offer strategies to help patients with obesity management.
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Affiliation(s)
- Katherine Sherif
- Jefferson Women's Primary Care, Thomas Jefferson University, Sidney Kimmel Medical College, Philadelphia, Pennsylvania, USA
| | | | | | - Lisa Gill
- Department of Obstetrics, Gynecology and Women's Health, University of Minnesota, Minneapolis, Minnesota, USA
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Tay CT, Williams F, Mousa A, Teede H, Burgert TS. Bridging the Information Gap in Polycystic Ovary Syndrome: A Narrative Review with Systematic Approach. Semin Reprod Med 2023; 41:12-19. [PMID: 38052244 DOI: 10.1055/s-0043-1777086] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/07/2023]
Abstract
Polycystic ovary syndrome (PCOS) is a complex endocrinopathy with wide-ranging implications for affected individuals. Literature has shown that patients with PCOS are dissatisfied with the health information provided to them and that healthcare professionals lack adequate knowledge. In this narrative review with systematic approach, we explored the unmet information needs in PCOS care for both patients and healthcare professionals. A comprehensive search of databases yielded 41 relevant studies, predominantly of observational and qualitative design. Adults and adolescents with PCOS desire wide ranging health information and express a keen desire for weight management guidance. Importantly, discussions surrounding weight should be addressed knowledgeably and without weight bias. Therefore, healthcare professionals should facilitate access to comprehensive evidence-based resources. Lack of information drives PCOS-related online searches. Referral to support groups that promote individual agency in the self-management aspects of PCOS can furthermore guide patient resource acquisition. Patients prefer guidance from professionals that understand the psychosocial complexity of PCOS and can empathize with experiences of stigmatization or even marginalization depending on the cultural context of the individual. The findings informed the 2023 International Evidence-Based PCOS Guideline, recommending patient-centered communication, evidence-based information resources, and culturally sensitive approaches to optimize PCOS care.
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Affiliation(s)
- Chau Thien Tay
- Monash Centre for Health Research and Implementation, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Australia
| | - Fleur Williams
- Monash School of Medicine, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Australia
| | - Aya Mousa
- Monash Centre for Health Research and Implementation, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Australia
| | - Helena Teede
- Monash Centre for Health Research and Implementation, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Australia
| | - Tania S Burgert
- Division of Pediatric Endocrinology, Children's Mercy Kansas City, Kansas City, Missouri
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Graham EJ, Elhadad N, Albers D. Reduced model for female endocrine dynamics: Validation and functional variations. Math Biosci 2023; 358:108979. [PMID: 36792027 DOI: 10.1016/j.mbs.2023.108979] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Revised: 01/19/2023] [Accepted: 02/07/2023] [Indexed: 02/15/2023]
Abstract
A normally functioning menstrual cycle requires significant crosstalk between hormones originating in ovarian and brain tissues. Reproductive hormone dysregulation may cause abnormal function and sometimes infertility. The inherent complexity in this endocrine system is a challenge to identifying mechanisms of cycle disruption, particularly given the large number of unknown parameters in existing mathematical models. We develop a new endocrine model to limit model complexity and use simulated distributions of unknown parameters for model analysis. By employing a comprehensive model evaluation, we identify a collection of mechanisms that differentiate normal and abnormal phenotypes. We also discover an intermediate phenotype-displaying relatively normal hormone levels and cycle dynamics-that is grouped statistically with the irregular phenotype. Results provide insight into how clinical symptoms associated with ovulatory disruption may not be detected through hormone measurements alone.
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Affiliation(s)
- Erica J Graham
- Mathematics Department, Bryn Mawr College, Bryn Mawr, PA 19010, USA.
| | - Noémie Elhadad
- Department of Biomedical Informatics, Columbia University, New York, NY 10032, USA
| | - David Albers
- Pediatrics Department, University of Colorado Denver-Anschutz Medical Campus, Aurora, CO 80045, USA
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Rao VS, Cowan S, Armour M, Smith CA, Cheema BS, Moran L, Lim S, Gupta S, Manincor MD, Sreedhar V, Ee C. A Global Survey of Ethnic Indian Women Living with Polycystic Ovary Syndrome: Co-Morbidities, Concerns, Diagnosis Experiences, Quality of Life, and Use of Treatment Methods. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:15850. [PMID: 36497927 PMCID: PMC9740300 DOI: 10.3390/ijerph192315850] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Revised: 11/24/2022] [Accepted: 11/25/2022] [Indexed: 06/17/2023]
Abstract
BACKGROUND Polycystic ovary syndrome (PCOS) is a common endocrinopathy that is highly prevalent in women of Indian ethnicity. Clinical practice guidelines do not adequately consider ethnic-cultural differences in the diagnosing and care of women with PCOS. This study aimed to understand co-morbidities, key concerns, quality of life (QoL), and diagnosis experiences of ethnic Indian women living with PCOS. METHODS Global online survey of ethnic Indian women of reproductive age living with PCOS. RESULTS Respondents (n = 4409) had a mean age of 26.8 (SD 5.5) years and reported having a family history of type 2 diabetes (43%) and PCOS (18%). Most of them (64%) were diagnosed with one or more co-morbidities (anxiety/depression being the most common). Irregular periods, cysts on the ovaries, and excess unwanted facial hair growth were their three top concerns. On average, women experienced symptoms of PCOS at the age of 19.0 (SD 5.0) and were diagnosed at the age of 20.8 years (SD 4.8). We report a one-year delay in seeking medical help and a seven-month diagnostic delay, which were associated with poor satisfaction with the information provided related to PCOS and its treatment options (p < 0.01). Women living outside India reported difficulty losing weight as their most key concern; however, they had higher dissatisfaction with the information provided on diet (OR, 0.74; 95% CI, 0.6 to 0.8; p = 0.002), exercise (OR, 0.74; 95% CI, 0.6 to 0.9; p = 0.002) and behavioural advice (OR, 0.74; 95% CI, 0.6 to 0.9; p = 0.004) than women living in India. Most women reported poor QoL in weight and emotion domains. CONCLUSIONS Ethnic Indian women experience early onset of PCOS symptoms and delay in seeking professional help. Timely diagnosis, providing cultural-specific education related to lifestyle and weight management, and improving psycho-emotional support are key areas that should be addressed in clinical practice and future research.
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Affiliation(s)
- Vibhuti Samarth Rao
- NICM Health Research Institute, Western Sydney University, Penrith 2751, Australia
| | - Stephanie Cowan
- Monash Centre for Health Research and Implementation, Monash University, Clayton 3168, Australia
| | - Mike Armour
- NICM Health Research Institute, Western Sydney University, Penrith 2751, Australia
- Medical Research Institute of New Zealand (MRINZ), Wellington 6021, New Zealand
| | - Caroline A. Smith
- NICM Health Research Institute, Western Sydney University, Penrith 2751, Australia
| | - Birinder S. Cheema
- School of Health Sciences, Western Sydney University, Penrith 2571, Australia
| | - Lisa Moran
- Monash Centre for Health Research and Implementation, Monash University, Clayton 3168, Australia
| | - Siew Lim
- Health Systems and Equity, Eastern Health Clinical School, Monash University, Boxhill 3128, Australia
| | - Sabrina Gupta
- School of Psychology and Public Health, La Trobe University, Melbourne 3086, Australia
| | - Michael De Manincor
- NICM Health Research Institute, Western Sydney University, Penrith 2751, Australia
| | - Vikram Sreedhar
- School of Computer Science and Mathematics, Liverpool John Moores University, Liverpool L3 AF, UK
| | - Carolyn Ee
- NICM Health Research Institute, Western Sydney University, Penrith 2751, Australia
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