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Yao MWM, Jenkins J, Nguyen ET, Swanson T, Menabrito M. Patient-Centric In Vitro Fertilization Prognostic Counseling Using Machine Learning for the Pragmatist. Semin Reprod Med 2024. [PMID: 39379046 DOI: 10.1055/s-0044-1791536] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/10/2024]
Abstract
Although in vitro fertilization (IVF) has become an extremely effective treatment option for infertility, there is significant underutilization of IVF by patients who could benefit from such treatment. In order for patients to choose to consider IVF treatment when appropriate, it is critical for them to be provided with an accurate, understandable IVF prognosis. Machine learning (ML) can meet the challenge of personalized prognostication based on data available prior to treatment. The development, validation, and deployment of ML prognostic models and related patient counseling report delivery require specialized human and platform expertise. This review article takes a pragmatic approach to review relevant reports of IVF prognostic models and draws from extensive experience meeting patients' and providers' needs with the development of data and model pipelines to implement validated ML models at scale, at the point-of-care. Requirements of using ML-based IVF prognostics at point-of-care will be considered alongside clinical ML implementation factors critical for success. Finally, we discuss health, social, and economic objectives that may be achieved by leveraging combined human expertise and ML prognostics to expand fertility care access and advance health and social good.
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Ying X, Zhou Y, Jin Y, Wu D, Kong L, Dong P, Xu X. An insurmountable obstacle: Experiences of Chinese women undergoing in vitro fertilization. PLoS One 2024; 19:e0311660. [PMID: 39374240 PMCID: PMC11458033 DOI: 10.1371/journal.pone.0311660] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Accepted: 09/23/2024] [Indexed: 10/09/2024] Open
Abstract
OBJECTIVE This study aimed to explore the perceptions of women who have undergone unsuccessful in vitro fertilization (IVF) in Hangzhou, Zhejiang Province, China, and to explore how treatment failure has impacted their lives and relationships, thereby enabling the public to understand the unique experiences of these women. DESIGN A descriptive qualitative approach was employed, with purposive sampling used to recruit participants from the gynecological department of a traditional Chinese medicine clinic at a large tertiary hospital in Zhejiang province. Twelve women undergoing IVF treatment was involved in the study. Data were collected through face-to-face semi-structured interviews, which were transcribed verbatim. Conventional content analysis methods were used to analyze the data. RESULTS Following analysis, three main categories emerged: 1) The Psychological Experience of Initial Miscarriage from IVF Treatment, 2) The Psychological Experience of Repeated Treatment Failure, and 3) Interpersonal experiences and challenges. Women experiencing initial failure from IVF treatment reported emotions such as surprise, doubt, sadness, disappointment, and embarrassment. They perceived the process as harder than expected, leading to unexpected daily life challenges and difficulties in achieving success. As unsuccessful attempts persisted, they endured psychological suffering and lived in the shadow of repeated treatment failures. Doubts, perplexity, and anxiety grew, making reproduction seem like an insurmountable obstacle in their lives. In their interpersonal experience, women often felt guilt toward family, faced social isolation, and found it challenging to discuss IVF openly everywhere. They encountered a lack of understanding from others but also found mutual sympathy and support among people who shared similar experiences. CONCLUSIONS The study provided an insight into the suffering of Chinese women undergoing IVF treatment, highlighting the challenges of overcoming treatment failures. The findings not only inform Chinese infertile women considering IVF treatment but also contribute to the development of more effective support services by healthcare providers.
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Affiliation(s)
- Xunxun Ying
- Hangzhou Hospital of Traditional Chinese Medicine Affiliated to Zhejiang Chinese Medical University, Hangzhou, China
| | - Yunxian Zhou
- School of Nursing, Zhejiang Chinese Medical University, Hangzhou, China
| | - Yang Jin
- Hangzhou Hospital of Traditional Chinese Medicine Affiliated to Zhejiang Chinese Medical University, Hangzhou, China
| | - Danhong Wu
- Hangzhou Hospital of Traditional Chinese Medicine Affiliated to Zhejiang Chinese Medical University, Hangzhou, China
| | - Lingling Kong
- Hangzhou Hospital of Traditional Chinese Medicine Affiliated to Zhejiang Chinese Medical University, Hangzhou, China
| | - Pingpei Dong
- Hangzhou Hospital of Traditional Chinese Medicine Affiliated to Zhejiang Chinese Medical University, Hangzhou, China
| | - Xiuling Xu
- Hangzhou Hospital of Traditional Chinese Medicine Affiliated to Zhejiang Chinese Medical University, Hangzhou, China
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Liu Y, Su Y, Li X. Psychological impact of the COVID-19 pandemic on infertile patients: A systematic review and meta-analysis. Psych J 2024; 13:701-716. [PMID: 38894564 PMCID: PMC11444730 DOI: 10.1002/pchj.782] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2023] [Accepted: 05/06/2024] [Indexed: 06/21/2024]
Abstract
The present study aimed to examine the psychological impact of the COVID-19 pandemic on infertile patients. We adopted a comparison design and searched articles published from 1 September 2016 to 31 December 2019 as the control group, while articles published from 1 January 2020 to 31 April 2023 were treated as the pandemic group. Specifically, Web of Science, PubMed, Medline, PsycArticle, CNKI and PsycINFO were searched to identify potential eligible records. Risk of bias was assessed, and random-effects meta-analyses were conducted to estimate the prevalence of specific mental health problems. Forty studies with a total of 19,480 participants were included in the analysis. The pooled prevalence of anxiety in the pandemic group was significantly higher than that in the control group. The depression and stress prevalence in the pandemic group was higher than that in the control group, yet did not reach statistical significance. A subgroup analysis revealed region differences with developed countries exhibiting higher rates of anxiety and depression in the pandemic group, but the result was the opposite in the control group. Physiological factors, psychological factors and social factors correlated with infertile patients' mental health were identified. The COVID-19 pandemic had a significant negative impact on infertile patients' mental health, emphasizing the importance of ways to mitigate the risks during the pandemic.
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Affiliation(s)
- Yu Liu
- School of PsychologyJiangxi Normal UniversityNanchangChina
| | - Yiyao Su
- School of PsychologyJiangxi Normal UniversityNanchangChina
| | - Xiaoshan Li
- Center of Mental Health Education and ResearchJiangxi Normal UniversityNanchangChina
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Hagege E, Pirtea P, Burette J, Canepa AS, Graesslin O, de Ziegler D. Patient experience of social and medical fertility preservation fully reimbursed in France. J Assist Reprod Genet 2024; 41:2813-2822. [PMID: 39138766 PMCID: PMC11534921 DOI: 10.1007/s10815-024-03222-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2024] [Accepted: 08/06/2024] [Indexed: 08/15/2024] Open
Abstract
PURPOSE The purpose of this study is to review patient experience with social fertility preservation (sFP), as compared to medical fertility preservation (mFP), in a context where sFP is fully reimbursed. METHODS We conducted a retrospective cohort study involving patients who underwent oocyte cryopreservation for mFP between 2017 and 2023 and sFP between 2022 and 2023 at a large ART single center. Additionally, we surveyed patients undergoing sFP and mFP, regarding their experiences, intentions, awareness, and financial consideration. RESULTS A total of 97 oocyte retrievals were performed for sFP in 75 women, and 155 were performed in mFP (127 women). Median ages were 36.4 years for sFP and 28.9 years for mFP. Median oocytes retrieved per session were 10 for sFP and 8 for mFP. Ninety-seven percent of of mFP participants were informed by healthcare professionals, while half of sFP participants learned through personal acquaintances. The primary motivation for sFP was a desire for pregnancy while being single. Most respondents in both groups knew that 15-20 oocytes are typically needed for a successful birth. None were aware of the "DuoStim" option, but interest was expressed by most women. Surprisingly, despite full reimbursement for sFP in France, 78% expressed willingness to pay if necessary. CONCLUSION Many women choose sFP due to concerns about declining fertility, often informed by non-medical sources. Free access to sFP can help mitigate the global decline in natality by allowing women to anticipate age-related fertility decline. This study should be considered by other countries as they may increasingly cover sFP costs in the future.
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Affiliation(s)
- Estelle Hagege
- Department of Obstetrics, Gynecology and Reproductive Medicine, Reims University Hospital Center, Reims, France.
| | - Paul Pirtea
- Department of Obstetrics, Gynecology and Reproductive Medicine, Foch Hospital, Suresnes, France
| | - Julie Burette
- Department of Obstetrics, Gynecology and Reproductive Medicine, Reims University Hospital Center, Reims, France
| | - Anne-Sophie Canepa
- Department of Obstetrics, Gynecology and Reproductive Medicine, Reims University Hospital Center, Reims, France
| | - Olivier Graesslin
- Department of Obstetrics, Gynecology and Reproductive Medicine, Reims University Hospital Center, Reims, France
| | - Dominique de Ziegler
- Department of Obstetrics, Gynecology and Reproductive Medicine, Foch Hospital, Suresnes, France
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5
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Shavit T, Hasson J, Hyman JH, Tsafrir A. Trends in patient age at planned oocyte cryopreservation. J Assist Reprod Genet 2024:10.1007/s10815-024-03237-z. [PMID: 39235517 DOI: 10.1007/s10815-024-03237-z] [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: 05/28/2024] [Accepted: 08/19/2024] [Indexed: 09/06/2024] Open
Abstract
PURPOSE The outcome of planned oocyte cryopreservation (POC) is inversely related to the age at the time of oocyte cryopreservation commencing in the mid-30 s. We sought to evaluate whether the age of women undergoing POC has changed over the last decade. METHODS The study employed a retrospective, observational multicenter design. It included all women who had at least one POC cycle in two large private IVF units belonging to the same medical organization in Israel. The main outcome measure was age at the first cycle. Data on the total number of women each year and their age at the first cycle were recorded. RESULTS Between 2011 and the end of 2023, 4488 women underwent POC. The average age at the first retrieval was 36.2 years (± 2.4). In 2011, the average age was 38.3 years (± 2.6), which decreased to 35.4 years (± 2.5) in 2023. The trendline indicates a decline in the average age of 3.0 months per year (β = - 0.252, F = 301.8, p < 0.001). The proportion of women aged < 36 at their first POC cycle increased from 14% in 2011 to 54% in 2023. CONCLUSIONS The age at the time of POC has significantly declined over the past decade. This trend may potentially lead to higher overall birth rates from POC, though further research is needed to confirm this hypothesis.
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Affiliation(s)
- Tal Shavit
- Faculty of Health Sciences, IVF Unit, Assuta Medical Centers, Ben-Gurion University, Be'er Sheva, Israel
| | - Joseph Hasson
- Faculty of Health Sciences, IVF Unit, Assuta Medical Centers, Ben-Gurion University, Be'er Sheva, Israel
| | - Jordana Hadassah Hyman
- Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
- Department of Obstetrics and Gynecology, IVF Unit, Shaare Zedek Medical Center, Jerusalem, Israel
| | - Avi Tsafrir
- Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel.
- Department of Obstetrics and Gynecology, IVF Unit, Shaare Zedek Medical Center, Jerusalem, Israel.
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Gameiro S, Leone D, Mertes H. Fertility clinics have a duty of care towards patients who do not have children with treatment. Hum Reprod 2024; 39:1591-1598. [PMID: 38890127 PMCID: PMC11291940 DOI: 10.1093/humrep/deae128] [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: 02/20/2024] [Revised: 04/06/2024] [Indexed: 06/20/2024] Open
Abstract
In medically assisted reproduction (MAR) success has mostly been measured in terms of achieving (healthy) livebirths. We argue this focus is too narrow and that success should be measured in terms of alleviating patient suffering caused by an unfulfilled child wish. The major implication is that clinics must better tailored care to effectively support patients who do not have child(ren) with treatment. First, we argue that clinics have a duty of care towards patients for whom MAR does not result in children because this is a common treatment outcome, because treatment is burdensome and creates new losses for patients, and because the field has the necessary expertise to provide support and it is part of patient-centred care. Then, we examine concerns about the adequacy of addressing the possibility that treatment may end without children, namely, that this may hinder patients' hope and put them off doing treatment, and that it may be perceived as a sign of clinical incompetence, as well as concerns about the required skill set. We end with a set of research-informed recommendations to promote healthy adjustment to ending fertility treatment without children. These focus on the need to reconceptualize 'success' and 'failure' in MAR, to promote open discussion about the possibility of treatment not resulting in children and encourage patients to develop 'plan(s) B', to support patients who end treatment without children, and to create the organizational structures needed to support clinics and healthcare professionals in this endeavour.
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Affiliation(s)
- S Gameiro
- School of Psychology, Cardiff University, Cardiff, UK
| | - D Leone
- Unit of Clinical Psychology, San Paolo University Hospital, Milan, Italy
| | - H Mertes
- Department of Philosophy and Moral Sciences, Ghent University, Gent, Belgium
- Department of Public Health and Primary Care, Ghent University, Gent, Belgium
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Yao MWM, Nguyen ET, Retzloff MG, Gago LA, Copland S, Nichols JE, Payne JF, Opsahl M, Cadesky K, Meriano J, Donesky BW, Bird J, Peavey M, Beesley R, Neal G, Bird JS, Swanson T, Chen X, Walmer DK. Improving IVF Utilization with Patient-Centric Artificial Intelligence-Machine Learning (AI/ML): A Retrospective Multicenter Experience. J Clin Med 2024; 13:3560. [PMID: 38930089 PMCID: PMC11204457 DOI: 10.3390/jcm13123560] [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: 05/05/2024] [Revised: 06/07/2024] [Accepted: 06/14/2024] [Indexed: 06/28/2024] Open
Abstract
Objectives: In vitro fertilization (IVF) has the potential to give babies to millions more people globally, yet it continues to be underutilized. We established a globally applicable and locally adaptable IVF prognostics report and framework to support patient-provider counseling and enable validated, data-driven treatment decisions. This study investigates the IVF utilization rates associated with the usage of machine learning, center-specific (MLCS) prognostic reports (the Univfy® report) in provider-patient pre-treatment and IVF counseling. Methods: We used a retrospective cohort comprising 24,238 patients with new patient visits (NPV) from 2016 to 2022 across seven fertility centers in 17 locations in seven US states and Ontario, Canada. We tested the association of Univfy report usage and first intra-uterine insemination (IUI) and/or first IVF usage (a.k.a. conversion) within 180 days, 360 days, and "Ever" of NPV as primary outcomes. Results: Univfy report usage was associated with higher direct IVF conversion (without prior IUI), with odds ratios (OR) 3.13 (95% CI 2.83, 3.46), 2.89 (95% CI 2.63, 3.17), and 2.04 (95% CI 1.90, 2.20) and total IVF conversion (with or without prior IUI), OR 3.41 (95% CI 3.09, 3.75), 3.81 (95% CI 3.49, 4.16), and 2.78 (95% CI 2.59, 2.98) in 180-day, 360-day, and Ever analyses, respectively; p < 0.05. Among patients with Univfy report usage, after accounting for center as a factor, older age was a small yet independent predictor of IVF conversion. Conclusions: Usage of a patient-centric, MLCS-based prognostics report was associated with increased IVF conversion among new fertility patients. Further research to study factors influencing treatment decision making and real-world optimization of patient-centric workflows utilizing the MLCS reports is warranted.
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Affiliation(s)
- Mylene W. M. Yao
- Department of R&D, Univfy Inc., 117 Main Street, #139, Los Altos, CA 94022, USA
| | - Elizabeth T. Nguyen
- Department of R&D, Univfy Inc., 117 Main Street, #139, Los Altos, CA 94022, USA
| | | | | | | | - John E. Nichols
- Piedmont Reproductive Endocrinology Group, Greenville, SC 29615, USA (J.F.P.)
| | - John F. Payne
- Piedmont Reproductive Endocrinology Group, Greenville, SC 29615, USA (J.F.P.)
| | | | - Ken Cadesky
- TRIO Fertility Partners, Toronto, ON M5G 2K4, Canada
| | - Jim Meriano
- TRIO Fertility Partners, Toronto, ON M5G 2K4, Canada
| | | | - Joseph Bird
- My Fertility Center, Chattanooga, TN 37421, USA
| | - Mary Peavey
- Atlantic Reproductive Medicine, Raleigh, NC 27617, USA
| | | | - Gregory Neal
- Fertility Center of San Antonio, San Antonio, TX 78229, USA
| | | | - Trevor Swanson
- Department of R&D, Univfy Inc., 117 Main Street, #139, Los Altos, CA 94022, USA
| | - Xiaocong Chen
- Department of R&D, Univfy Inc., 117 Main Street, #139, Los Altos, CA 94022, USA
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Swift A, Thomas E, Larson K, Swanson M, Fernandez-Pineda M. Infertility-related stress, quality of life, and reasons for fertility treatment discontinuation among US women: A secondary analysis of a cross-sectional study. SEXUAL & REPRODUCTIVE HEALTHCARE 2024; 39:100955. [PMID: 38394810 DOI: 10.1016/j.srhc.2024.100955] [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: 11/01/2023] [Revised: 02/16/2024] [Accepted: 02/18/2024] [Indexed: 02/25/2024]
Abstract
OBJECTIVE Fertility treatments often cause women high levels of stress and low quality of life (QoL). Women discontinue fertility treatments for a variety of reasons, yet little is known about infertility-related stress and QoL among women who discontinue treatments. The purpose of this study was to examine infertility-related stress and QoL among women who discontinued fertility treatments compared to those who continued treatments, and reasons for treatment discontinuation. METHODS A secondary analysis was conducted to examine infertility-related stress and QoL among 70 women who discontinued from fertility treatments compared to 166 women who received fertility treatments. Statistical analysis included descriptive statistics, chi-square test for independence, independent t-tests, and binary logistic regression analysis. Conventional content analysis was conducted on responses to an open-text question about reasons for treatment discontinuation. RESULTS No differences in infertility-related stress and QoL were found between groups. Explanatory variables of treatment discontinuation included income [odds ratios (OR) 2.50, 95% CI 1.12-5.61], QoL dissatisfaction (OR 2.49, 95% CI 1.33-4.69), and infertility duration three years or greater (OR 2.40, 95% CI 1.30-4.42). Three themes of treatment discontinuation were identified: Covering the Cost; Waiting for a Resolution; Re-envisioning Family Identity. CONCLUSION Infertility-related stress and QoL are similar among women who discontinued and who received fertility treatments, highlighting the need for emotional support services for women regardless of their treatment status. During the period of infertility, treatment discontinuation related to cost, waiting for a resolution, or re-envisioning family identity occurred, suggesting opportunities for specific interventions to support women's mental health needs.
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Affiliation(s)
- Alison Swift
- Department of Advanced Nursing Practice and Education, East Carolina University College of Nursing, 2205 W 5(th) St., Greenville, NC, USA.
| | | | - Kim Larson
- Department of Nursing Science, East Carolina University, College of Nursing, 2205 W 5th St., Greenville, NC, USA.
| | - Melvin Swanson
- Department of Nursing Science, East Carolina University, College of Nursing, 2205 W 5th St., Greenville, NC, USA.
| | - Madeline Fernandez-Pineda
- Department of Nursing Science, East Carolina University, College of Nursing, 2205 W 5th St., Greenville, NC, USA.
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9
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McMahon C, Hammarberg K, Lensen S, Wang R, Mol BW, Vollenhoven BJN. What do women undergoing in vitro fertilization (IVF) understand about their chance of IVF success? Hum Reprod 2024; 39:130-138. [PMID: 37976406 PMCID: PMC10767958 DOI: 10.1093/humrep/dead239] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2022] [Revised: 09/19/2023] [Indexed: 11/19/2023] Open
Abstract
STUDY QUESTION How well informed are Australian women who undergo IVF about their chances of having a baby? SUMMARY ANSWER Only one in four women estimated their individual chance of success with IVF accurately, with most women overestimating their chance. WHAT IS KNOWN ALREADY Limited knowledge about infertility and infertility treatment in the general population is well-documented. The few studies that have investigated patients' knowledge about the chance of IVF success suggest that while IVF patients are aware of average success rates, they tend to be unrealistic about their own chance of success. STUDY DESIGN, SIZE, DURATION We conducted an anonymous online survey of 217 women who had started IVF since 2018 in Australia. The survey was advertised on social media, enabling women from across Australia to participate. Responses were collected in June 2021. PARTICIPANTS/MATERIALS, SETTING, METHODS The survey included questions on demographic characteristics and IVF history. It asked what participants thought their chance of having a baby from one IVF treatment cycle was, how they rated their knowledge about chance of success, and about their experience of receiving IVF-related information. Participants' estimations of their chance of success were compared with their chance as calculated by the Society for Assisted Reproductive Technology's (SART) online calculator. Responses to a free-text question about what information women wished they had been given when they started treatment were analysed thematically. MAIN RESULTS AND THE ROLE OF CHANCE Only about a quarter (58/217, 27%) of participants accurately estimated their chance of having a baby within 20% relative to their SART calculated chance, with more than half (118/217, 54%) overestimating their chance. Ninety percent of women indicated that their preferred source of treatment information was a consultation with their doctor, despite less than half (44%) reporting that doctors explained the probability of having a baby with IVF well (mean 5.9/10). In free-text responses, many women also reported that they wished they had been given more realistic information about IVF and their chance of success. LIMITATIONS, REASONS FOR CAUTION The dissemination method precludes calculation of response rate, and it is not possible to know if participants are representative of all women undergoing IVF. Additionally, we only surveyed women undergoing IVF, while those who decided not to have IVF were not included. Therefore, women who overestimated their chance may have been overrepresented. There is also inherent imprecision in the way understanding of chance of success was estimated. The potential impact of recall bias could neither be quantified nor excluded. It is difficult to determine to what extent women's lack of understanding of what is possible with IVF is due to poor information-provision by clinicians and the clinic, and how much can be explained by optimism bias. WIDER IMPLICATIONS OF THE FINDINGS The finding of poor understanding of personal chance of success amongst women undergoing IVF in Australia requires further investigation to determine potential reasons for this. The findings can be used by clinics to develop strategies for improvement in the information-provision process to ensure that women can make informed decisions about their fertility treatment. STUDY FUNDING/COMPETING INTEREST(S) This study received no external funding. S.L. is supported by a NHMRC Investigator Grant (APP1195189). R.W. is supported by a NHMRC Investigator Grant (APP2009767). B.W.M. is supported by a NHMRC Investigator Grant (GNT1176437). B.W.M. reports consultancy for Merck and ObsEva and has received research funding and travel funding from Merck. The other authors have no conflicts of interest. TRIAL REGISTRATION NUMBER N/A.
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Affiliation(s)
- C McMahon
- Department of Obstetrics & Gynaecology, Monash University, Melbourne, VIC, Australia
| | - K Hammarberg
- School of Public Health and Preventative Medicine, Monash University, Melbourne, VIC, Australia
- Victorian Assisted Reproductive Treatment Authority (VARTA), Melbourne, VIC, Australia
| | - S Lensen
- Department of Obstetrics and Gynaecology, Royal Women’s Hospital, University of Melbourne, Melbourne, VIC, Australia
| | - R Wang
- Department of Obstetrics & Gynaecology, Monash University, Melbourne, VIC, Australia
| | - B W Mol
- Department of Obstetrics & Gynaecology, Monash University, Melbourne, VIC, Australia
- Aberdeen Centre for Women’s Health Research, Institute of Applied Health Sciences, School of Medicine, Medical Sciences and Nutrition, University of Aberdeen, Aberdeen, United Kingdom
- Women’s and Newborn Program, Monash Health, Melbourne, VIC, Australia
| | - B J N Vollenhoven
- Department of Obstetrics & Gynaecology, Monash University, Melbourne, VIC, Australia
- Women’s and Newborn Program, Monash Health, Melbourne, VIC, Australia
- Monash IVF, Melbourne, VIC, Australia
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10
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Cascante SD, Berkeley AS, Licciardi F, McCaffrey C, Grifo JA. Planned oocyte cryopreservation: the state of the ART. Reprod Biomed Online 2023; 47:103367. [PMID: 37804606 DOI: 10.1016/j.rbmo.2023.103367] [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: 05/31/2023] [Revised: 08/18/2023] [Accepted: 08/19/2023] [Indexed: 10/09/2023]
Abstract
The objective of this review is to provide an update on planned oocyte cryopreservation. This fertility preservation method increases reproductive autonomy by allowing women to postpone childbearing whilst maintaining the option of having a biological child. Oocyte cryopreservation is no longer considered experimental, and its use has increased dramatically in recent years as more women delay childbearing for personal, professional and financial reasons. Despite increased usage, most patients who have undergone oocyte cryopreservation have not yet warmed their oocytes. Most women who cryopreserve oocytes wait years to use them, and many never use them. Studies have demonstrated that oocyte cryopreservation results in live birth rates comparable with IVF treatment using fresh oocytes, and does not pose additional safety risks to offspring. Based on current evidence, cryopreserving ≥20 mature oocytes at <38 years of age provides a 70% chance of one live birth. However, larger studies from a variety of geographic locations and centre types are needed to confirm these findings. Additional research is also needed to determine the recommended age for oocyte cryopreservation, recommended number of oocytes to cryopreserve, return and discard/non-use rates, cost-effectiveness, and how best to distribute accurate and up-to-date information to potential patients.
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Affiliation(s)
- Sarah Druckenmiller Cascante
- New York University Langone Prelude Fertility Center, 159 East 53(rd) Street, 3(rd) Floor, New York, NY 10022, USA.
| | - Alan S Berkeley
- New York University Langone Prelude Fertility Center, 159 East 53(rd) Street, 3(rd) Floor, New York, NY 10022, USA
| | - Frederick Licciardi
- New York University Langone Prelude Fertility Center, 159 East 53(rd) Street, 3(rd) Floor, New York, NY 10022, USA
| | - Caroline McCaffrey
- New York University Langone Prelude Fertility Center, 159 East 53(rd) Street, 3(rd) Floor, New York, NY 10022, USA
| | - James A Grifo
- New York University Langone Prelude Fertility Center, 159 East 53(rd) Street, 3(rd) Floor, New York, NY 10022, USA
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11
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Bluth NP. Reframing as recourse: How women approach and initiate the end of fertility treatment. Soc Sci Med 2023; 338:116310. [PMID: 39491863 DOI: 10.1016/j.socscimed.2023.116310] [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: 06/09/2023] [Revised: 09/27/2023] [Accepted: 10/05/2023] [Indexed: 11/05/2024]
Abstract
Hopeful parents facing infertility dedicate significant sums of money, not to mention time, energy, and their own bodies, in the pursuit of biological parenthood via assisted reproductive technology (ART). Yet because the success rate of ART varies depending on a range of factors and resources remain finite, many undergoing treatment will not manage to biologically conceive. How do people who do not conceive with ART come to terms with this reality and the possibility that they may need to walk away from future treatments? Supplementing prior research that explores why women end treatment and what makes it difficult, this study draws upon 23 semi-structured, in-depth interviews to examine how women diagnosed with infertility consider and/or initiate discontinuation of treatment aimed at biological reproduction. I find that women employ three core reframing strategies as they approach the end of treatment: broadening their anticipatory future, adjusting their investment logic, and recentering and decentering the self. These rhetorical techniques not only illuminate the evolving interpretive work that undergirds the process of discontinuation, but also constitute a key mechanism facilitating the ending of treatment-linking cognition with social action and shedding light on the mechanics of decision reversals. Moreover, the practice of reframing challenges the pervasive assumption that discontinuation is wholly or chiefly disempowering to women.
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Affiliation(s)
- Natasha P Bluth
- Department of Sociology, University of California, Haines Hall 251, 375 Portola Plaza, Los Angeles, CA, 90095, USA.
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Havrljenko J, Kopitovic V, Pjevic AT, Milatovic S, Pavlica T, Andric N, Pogrmic-Majkic K. The Prediction of IVF Outcomes with Autologous Oocytes and the Optimal MII Oocyte/Embryo Number for Live Birth at Advanced Maternal Age. MEDICINA (KAUNAS, LITHUANIA) 2023; 59:1799. [PMID: 37893517 PMCID: PMC10608663 DOI: 10.3390/medicina59101799] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Revised: 09/11/2023] [Accepted: 09/26/2023] [Indexed: 10/29/2023]
Abstract
Background and Objectives: Delayed childbearing in advanced age might be associated with a low prognosis for achieving pregnancy. Therefore, it is important to establish a predictive tool that will optimize the likelihood of a live birth at advanced age. Material and Methods: The retrospective study was conducted at the Ferona Fertility Clinic in Novi Sad (Republic of Serbia), between January 2020 and May 2021. The survey included 491 women aged ≥35 who met the inclusion criteria and who were subjected to an IVF (in vitro fertilization) treatment cycle. Results: The average number of retrieved oocytes, MII (metaphase II) oocytes, and developed embryos significantly decreased in advanced age. Age was also found to have a significant adverse effect on pregnancy and live birth rates. In women aged ≥35, 10/12 MII oocytes or 10/11 embryos are required for reaching an optimal live birth rate/cumulative live birth rate. Optimal CLBR (cumulative live birth rate) per one oocyte was achieved when 9 MII oocyte were retrieved. Conclusions: The study indicates that the cut-off for increased risk is ≥42 year. However, despite low live birth rates, autologous IVF for these women is not futile. An increase in the number of retrieved mature oocytes and a generation of surplus cryopreserved embryos could reinforce LBR (live birth rate) and CLBR. Clinicians should be very cautious in counseling, as autologous IVF may only be applicable to women with good ovarian reserve.
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Affiliation(s)
- Jelena Havrljenko
- Ferona Fertility Clinic, Sarplaninska 19, 21000 Novi Sad, Serbia or (J.H.); (V.K.); (A.T.P.)
- Faculty of Sciences, Department of Biology and Ecology, University of Novi Sad, Trg Dositeja Obradovica 2, 21000 Novi Sad, Serbia; (N.A.); (K.P.-M.)
| | - Vesna Kopitovic
- Ferona Fertility Clinic, Sarplaninska 19, 21000 Novi Sad, Serbia or (J.H.); (V.K.); (A.T.P.)
| | | | - Stevan Milatovic
- Faculty of Medicine, University of Novi Sad, Hajduk Veljkova 3, 21000 Novi Sad, Serbia;
| | - Tatjana Pavlica
- Faculty of Sciences, Department of Biology and Ecology, University of Novi Sad, Trg Dositeja Obradovica 2, 21000 Novi Sad, Serbia; (N.A.); (K.P.-M.)
| | - Nebojsa Andric
- Faculty of Sciences, Department of Biology and Ecology, University of Novi Sad, Trg Dositeja Obradovica 2, 21000 Novi Sad, Serbia; (N.A.); (K.P.-M.)
| | - Kristina Pogrmic-Majkic
- Faculty of Sciences, Department of Biology and Ecology, University of Novi Sad, Trg Dositeja Obradovica 2, 21000 Novi Sad, Serbia; (N.A.); (K.P.-M.)
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Sousa-Leite M, Costa R, Figueiredo B, Gameiro S. Discussing the possibility of fertility treatment being unsuccessful as part of routine care offered at clinics: patients' experiences, willingness, and preferences. Hum Reprod 2023:7169439. [PMID: 37196325 DOI: 10.1093/humrep/dead096] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2022] [Revised: 03/28/2023] [Indexed: 05/19/2023] Open
Abstract
STUDY QUESTION Are patients willing to discuss the possibility of treatment being unsuccessful as part of routine care offered at clinics, and what are the factors associated with this willingness? SUMMARY ANSWER Nine in every 10 patients are willing to discuss this possibility as part of routine care, with willingness being associated with higher perceived benefits, lower barriers, and stronger positive attitudes towards it. WHAT IS KNOWN ALREADY Fifty-eight percent of patients who complete up to three cycles of IVF/ICSI in the UK do not achieve a live birth. Offering psychosocial care for unsuccessful fertility treatment (PCUFT), defined as assistance and guidance on the implications of treatment being unsuccessful, could reduce the psychosocial distress patients experience when it happens, and promote positive adjustment to this loss. Research shows 56% of patients are willing to plan for an unsuccessful cycle, but little is known about their willingness and preferences towards discussing the possibility of definitive unsuccessful treatment. STUDY DESIGN, SIZE, DURATION The study was of cross-sectional design, comprising a theoretically driven and patient-centred bilingual (English, Portuguese) mixed-methods online survey. The survey was disseminated via social media (April 2021-January 2022). Eligibility criteria included being aged 18 or older, waiting to or undergoing an IVF/ICSI cycle, or having completed a cycle within the previous 6 months without achieving a pregnancy. Out of 651 people accessing the survey, 451 (69.3%) consented to participate. From these, 100 did not complete 50% of the survey questions, nine did not report on the primary outcome variable (willingness), and 342 completed the survey (completion rate 75.8%, 338 women). PARTICIPANTS/MATERIALS, SETTING, METHODS The survey was informed by the Health Belief Model (HBM) and Theory of Planned Behaviour (TPB). Quantitative questions covered sociodemographic characteristics and treatment history. Quantitative and qualitative questions gathered data on past experiences, willingness, and preferences (with whom, what, how and when) to receive PCUFT, as well as theory-informed factors hypothesized to be associated with patients' willingness to receive it. Descriptive and inferential statistics were used on quantitative data about PCUFT experiences, willingness, and preferences, and thematic analysis was applied to textual data. Two logistic regressions were used to investigate the factors associated with patients' willingness. MAIN RESULTS AND THE ROLE OF CHANCE Participants were, on average, 36 years old and most resided in Portugal (59.9%) and the UK (38.0%). The majority (97.1%) were in a relationship for around 10 years, and 86.3% were childless. Participants were undergoing treatment for, on average, 2 years [SD = 2.11, range: 0-12 years], with most (71.8%) having completed at least one IVF/ICSI cycle in the past, almost all (93.5%) without success. Around one-third (34.9%) reported having received PCUFT. Thematic analysis showed participants received it mainly from their consultant. The main topic discussed was patients' low prognosis, with the emphasis being put on achieving a positive outcome. Almost all participants (93.3%) would like to receive PCUFT. Reported preferences indicated that 78.6% wanted to receive it from a psychologist/psychiatrist/counsellor, mostly in case of a bad prognosis (79.4%), emotional distress (73.5%), or difficulties in accepting the possibility of treatment being unsuccessful (71.2%). The preferred time to receive PCUFT was before initiating the first cycle (73.3%), while the preferred format was in an individual (mean = 6.37, SD = 1.17; in 1-7 scale) or couple (mean = 6.34, SD = 1.24; in 1-7 scale) session. Thematic analysis showed participants would like PCUFT to provide an overview of treatment and all possible outcomes tailored to each patient's circumstances and to encompass psychosocial support, mainly focused on coping strategies to process loss and sustain hope towards the future. Willingness to receive PCUFT was associated with higher perceived benefit of building psychosocial resources and coping strategies (odds ratios (ORs) 3.40, 95% CI 1.23-9.38), lower perceived barrier of triggering negative emotions (OR 0.49, 95% CI 0.24-0.98), and stronger positive attitudes about PCUFT being beneficial and useful (OR 3.32, 95% CI 2.12-5.20). LIMITATIONS, REASONS FOR CAUTION Self-selected sample, mainly composed of female patients who had not yet achieved their parenthood goals. The small number of participants unwilling to receive PCUFT reduced statistical power. The primary outcome variable was intentions, and research shows a moderate association between intentions and actual behaviour. WIDER IMPLICATIONS OF THE FINDINGS Fertility clinics should provide patients with early opportunities to discuss the possibility of their treatment being unsuccessful as part of routine care. PCUFT should focus on minimizing suffering associated with grief and loss by reassuring patients they can cope with any treatment outcome, promoting coping resources, and signposting to additional support. STUDY FUNDING/COMPETING INTEREST(S) M.S.-L. holds a doctoral fellowship from the Portuguese Foundation for Science and Technology, I.P. [Fundação para a Ciência e a Tecnologia] (FCT; SFRH/BD/144429/2019). R.C. holds a post-doctoral fellowship supported by the European Social Fund (ESF) and FCT (SFRH/BPD/117597/2016). The EPIUnit, ITR and CIPsi (PSI/01662) are also financed by FCT through the Portuguese State Budget, in the scope of the projects UIDB/04750/2020, LA/P/0064/2020 and UIDB/PSI/01662/2020, respectively. Dr Gameiro reports consultancy fees from TMRW Life Sciences and Ferring Pharmaceuticals A/S, speaker fees from Access Fertility, SONA-Pharm LLC, Meridiano Congress International and Gedeon Richter, grants from Merck Serono Ltd, an affiliate of Merck KgaA, Darmstadt, Germany. TRIAL REGISTRATION NUMBER N/A.
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Affiliation(s)
- M Sousa-Leite
- School of Psychology, Cardiff University, Cardiff, UK
- Epidemiology Research Unit (EPIUnit), Institute of Public Health, University of Porto, Porto, Portugal
- Laboratory for Integrative and Translational Research in Population Health (ITR), Porto, Portugal
| | - R Costa
- Epidemiology Research Unit (EPIUnit), Institute of Public Health, University of Porto, Porto, Portugal
- Laboratory for Integrative and Translational Research in Population Health (ITR), Porto, Portugal
| | - B Figueiredo
- Psychology Research Centre (CIPsi), School of Psychology, University of Minho, Braga, Portugal
| | - S Gameiro
- School of Psychology, Cardiff University, Cardiff, UK
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Bolton VN, Hayden C, Robinson M, Abdo D, Pericleous-Smith A. Human oocyte cryopreservation: revised evidence for practice. HUM FERTIL 2023:1-15. [DOI: 10.1080/14647273.2023.2190987] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/29/2023]
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Harrison C, Gameiro S, Boivin J. Qualitative evaluation of the acceptability and feasibility among healthcare professionals and patients of an ART multi-cycle treatment planning and continuation intervention prototype. Hum Reprod 2023; 38:430-443. [PMID: 36637254 PMCID: PMC9977126 DOI: 10.1093/humrep/deac272] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2022] [Revised: 11/11/2022] [Indexed: 01/14/2023] Open
Abstract
STUDY QUESTION Is it possible to design an ART Treatment Planning and Continuation Intervention (TPCI) that is considered acceptable and feasible to patients and healthcare professionals (HCPs)? SUMMARY ANSWER HCPs and patients responded positively to the TPCI prototype and perceived it as an acceptable intervention to support patients to stay engaged with planned treatment, but some concerns were raised about the feasibility of using it in practice. WHAT IS KNOWN ALREADY People discontinue ART due to its psychological burden. Digital tools to support people undergoing ART are available but typically focus only on practical support rather than psychological support. Research about treatment continuation and multi-cycle planning indicates that cognitive factors (expectations, intentions, efficacy beliefs) should be targets of interventions designed to help patients engage with and continue treatment to meet their personal treatment plans and goals. However, it is not known whether this form of psychological support would be acceptable for HCPs and patients or feasible to implement in practice. STUDY DESIGN, SIZE, DURATION Qualitative cognitive interviews with HCPs and patients (May 2021). Patients were eligible if they had had a consultation to start a first/repeat stimulated IVF/ICSI cycle in the 8 weeks prior to recruitment, were aged 18 or older (upper age limit of 42 years for women) and fluent in English. Eligible HCPs were those employed by a fertility clinic who were responsible for delivering treatment planning consultations to patients. PARTICIPANTS/MATERIALS, SETTING, METHODS HCPs and patients were asked to think aloud while being exposed to and exploring the TPCI in one-to-one online cognitive interviews. The TPCI was designed to reduce treatment discontinuation via cognitive factors namely formation and maintenance of multi-cycle ART intentions and efficiency of decision-making during treatment, and continuation of treatment after an unsuccessful cycle (when recommended). To impact cognitive factors the TPCI comprised of two components: an expectation management and reasoning checklist for HCPs to use during planning consultations (TPCI Checklist) and a multi-feature cognitive support mobile application (TPCI App) for patients to use prior to and during treatment. After participants thought aloud while being exposed to the TPCI prototype (both components) they were asked open questions concerning their perceptions of the core components and activities on eight acceptability dimensions (e.g. acceptability, demand, integration). Interviews lasted between 40 and 90 min, were recorded, transcribed verbatim and analysed using thematic analysis. MAIN RESULTS AND THE ROLE OF CHANCE Thirteen HCPs and 13 patients participated in 25 online interviews. Thematic analysis using inductive and deductive coding generated 180 codes, grouped into 22 categories and synthesized into 9 themes. The themes showed that HCPs and patients provided positive feedback about the TPCI, perceiving it as a needed, acceptable and potentially effective way to forewarn patients of the possible need for multiple cycles, to provide patients with a sense of patient-clinic collaboration and support, and to bolster treatment intentions, all of which were perceived to contribute to reduced treatment discontinuation. HCPs perceived implementation of the TPCI Checklist to be challenging in its current length due to time pressures and clinic workload. Suggestions for enhancing the TPCI Checklist and App were provided, but none required critical changes to its core components or activities. LIMITATIONS, REASONS FOR CAUTION All patients were women recruited from social media websites, mainly associated with patient support groups, who may be highly committed to their fertility treatment. HCPs were predominantly from private fertility clinics. WIDER IMPLICATIONS OF THE FINDINGS The findings suggest there is demand for digital support geared towards motivational aspects of undergoing ART. The TPCI is an acceptable support tool to meet that need according to HCPs responsible for delivering planning consultations and patients undergoing fertility treatment. Future research is needed to develop the prototype and examine the feasibility of implementation of the TPCI in clinics. STUDY FUNDING/COMPETING INTEREST(S) This research was financially supported by Merck Serono Ltd, an affiliate of Merck KGaA, Darmstadt, Germany. 'Merck KGaA, Darmstadt, Germany reviewed the manuscript for medical accuracy only before journal submission. The authors are fully responsible for the content of this manuscript, and the views and opinions described in the publication reflect solely those of the authors' J.B. reports personal fees from Merck KGaA, Darmstadt, Germany, Merck AB an affiliate of Merck KGaA, Darmstadt Germany, Theramex, Organon JJC, Ferring Pharmaceuticals A/S, research grant from Merck Serono Ltd, grants from ESHRE outside the submitted work and that she is co-developer of Fertility Quality of Life (FertiQoL) and MediEmo app. S.G. reports consultancy fees from TMRW Life Sciences and Ferring Pharmaceuticals A/S, speaker fees from Access Fertility, SONA-Pharm LLC, Meridiano Congress International and Gedeon Richter. C.H. declares no conflicts of interest. TRIAL REGISTRATION NUMBER N/A.
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Affiliation(s)
- C Harrison
- Cardiff Fertility Studies Research Group, School of Psychology, Cardiff University, Cardiff, UK
| | - S Gameiro
- Cardiff Fertility Studies Research Group, School of Psychology, Cardiff University, Cardiff, UK
| | - J Boivin
- Cardiff Fertility Studies Research Group, School of Psychology, Cardiff University, Cardiff, UK
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Milewski N, Haug S. At risk of reproductive disadvantage? Exploring fertility awareness among migrant women in Germany. REPRODUCTIVE BIOMEDICINE & SOCIETY ONLINE 2022; 14:226-238. [PMID: 35169640 PMCID: PMC8828951 DOI: 10.1016/j.rbms.2021.11.007] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Revised: 11/10/2021] [Accepted: 11/29/2021] [Indexed: 05/19/2023]
Abstract
This study examined awareness about fertility among immigrant women and non-migrants in Germany. The social relevance of infertility and fertility treatment is increasing in Western countries due to continually low overall birth rates, a high rate of childlessness, and a gap between the desired and actual numbers of children. While there is growing interest in infertility and reproductive medicine in general, previous studies have rarely included immigrant or ethnic minorities in Europe. This study investigated whether knowledge on the age-related fertility decline (ARFD) varies between migrant groups and the majority group, and the role of education. Working hypotheses were drawn from theoretical considerations on frameworks of migrant assimilation. The analysis was based on data collected in a social science pilot study on reproductive medicine, representative of the general population ('NeWiRe' 2014-2015). The sample included 962 women aged 18-50 years living in Germany. Approximately 81% of the sample were immigrants who originated from Turkey, Poland, the Balkan countries or countries of the (post-Soviet) Commonwealth of Independent States. While rather poor overall, knowledge on ARFD was found to be significantly lower in the migrant groups compared with the majority group. This minority-group disadvantage cannot be explained by sociodemographic or cultural variables. Future research should include minority groups in empirical studies on awareness about fertility in order to better understand the causes of this disadvantage, and the potential reproductive needs of migrants.
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Affiliation(s)
- Nadja Milewski
- Federal Institute for Population Research, Wiesbaden, Germany
- Corresponding author.
| | - Sonja Haug
- Eastern Bavarian Technical University, Regensburg, Germany
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A Baby at All Costs? Exploring the Use and Provision of Unproven Adjuvant Treatments in the Context of IVF. Semin Reprod Med 2021; 39:220-226. [PMID: 34500475 DOI: 10.1055/s-0041-1731789] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
The year 2018 marked 40 years since the birth of Louise Brown, the first baby born as a result of pioneering in vitro fertilization (IVF) treatment. Since then, advances have seen a wide range of reproductive technologies emerge into clinical practice, including adjuvant treatments often referred to as IVF "add-ons." However, these "optional extras" have faced growing criticism, especially when they have often come at additional financial cost to the patient and have little evidence supporting their efficacy to improve pregnancy or birth rates. Despite this, according to the latest national patient survey by the Human Fertilisation and Embryology Authority, three quarters of patients who had fertility treatment in the United Kingdom in the past two years had at least one type of treatment add-on highlighting the growing demand for these interventions. This article uses a psychosocial perspective to consider the motivations behind patient and clinician behavior along with the wider societal and economic factors that may be impacting upon the increase in the use of adjuvant treatments in fertility clinics more widely. It suggests the reasons fertility patients use unproven "optional extras" are complex, with interpersonal, psychological, and social factors intertwining to generate an increase in the use of IVF add-ons.
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