A Systematic Review of the Effects of Provider Bias on Health in Youth and Young Adults with Type 1 Diabetes.

PURPOSE OF REVIEW: Although pervasive inequities in the health outcomes of youth and young adults with type 1 diabetes (T1D) exist, the role of provider bias in these inequities is not well-understood. The purpose of this review is to synthesize evidence from existing studies on the associations between patient characteristics, provider bias, and patient health. RECENT FINDINGS: Fourteen articles were included. Determining the extent of the effects of provider bias on patient health is limited by a lack of consensus on its definition. Experiences of provider bias (e.g., shaming, criticism) negatively affects self-esteem, relationships with medical providers, and depressive symptoms. Provider bias also impacts diabetes technology recommendations, insulin regimen intensity, and risk for life-threatening T1D complications. Future studies are needed to develop questionnaires and interviews that better account for diverse experiences and interpretations of bias in T1D healthcare. More research is also needed to investigate mitigating factors to reduce provider bias as a way to improve psychological and physical health in individuals with T1D.

Understanding and Addressing Prostate Cancer Disparities in Diagnosis, Treatment, and Outcomes Among Black Men.

Despite advances in screening, diagnosis, and treatment for prostate cancer (PCa), Black men tend to be diagnosed at younger ages, have higher mortality rates, and are at increased risk of recurrence or metastasis compared to their White counterparts. PCa disparities among Black men are caused by a complex interaction of social, behavioral, and biological factors across the public policy, community, organizational, interpersonal, and individual levels. Key contributing factors include mistrust in the health care system, poor communication between patients and providers, low awareness of screening guidelines, and high medical costs. These disparities are further exacerbated by the low representation of Black men in clinical trials, which limits access to high-quality cancer care and generalizability for PCa treatments. In this narrative review of the existing literature, we examined the epidemiology and identified contributing factors, and propose multi-level strategies to address and mitigate disparities among Black men with PCa.

The Role of Interactional Processes in Mental Health Disparities: A Narrative Review of Existing Research and Recommendations for Providers.

Mental health disparities between racial/ethnic minority groups and non-Latinx Whites in the United States persist despite significant efforts aimed at decreasing these disparities. Efforts to address mental health disparities have largely focused on individual (e.g., stigma, help-seeking, health behaviors) and structural (e.g., public policy, interventions, addressing poverty) level factors. In contrast, this paper considers how processes at the interactional level (i.e., interactions between patients and providers) are also an important contributor to racial/ethnic disparities in mental health. Specifically, social psychological research has demonstrated how biases, including stereotypes, prejudice, and discrimination, can affect patient-provider interactions and contribute to mental health disparities. This narrative review of empirical studies that examine interactional processes between patients and mental health providers identified eleven studies to be included. Concepts represented in the studies are summarized and additional frameworks that can help explain how disparities are maintained are proposed. Last of all, practical suggestions for mitigating provider bias during patient-provider interactions are provided based on the findings from the narrative review.

Does Provider Bias Affect Choice of a Facility for Family Planning Services by Women in Urban Senegal?

Few studies to date have determined the effect of provider bias based on age, parity, and marital status on women's method and facility choice. Using data from women using modern methods in six cities of Senegal and a facility survey that included a facility audit and provider interviews, we undertake conditional logit analyses to determine whether women's choice of a family planning facility is associated with provider bias at the facility, controlling for other facility characteristics (e.g., size, sector, and number of methods available). We find that women bypass facilities where there is greater provider bias to attain their current family planning method. Women also bypass facilities of lower quality. This is the first study to demonstrate the effects of provider bias on women's contraceptive seeking behaviors and suggests the importance of training providers to reduce age and parity bias that affect access to a full range of methods and facilities for all women.

Evaluating the feasibility of the Community Score Card and subsequent contraceptive behavior in Kisumu, Kenya.

BACKGROUND: Women seeking family planning services from public-sector facilities in low- and middle-income countries sometimes face provider-imposed barriers to care. Social accountability is an approach that could address provider-imposed barriers by empowering communities to hold their service providers to account for service quality. Yet little is known about the feasibility and potential impact of such efforts in the context of contraceptive care. We piloted a social accountability intervention-the Community Score Card (CSC)-in three public healthcare facilities in western Kenya and use a mix of quantitative and qualitative methodologies to describe the feasibility and impact on family planning service provision. METHODS: We implemented and evaluated the CSC in a convenience sample of three public-sector facility-community dyads in Kisumu County, Kenya. Within each dyad, communities met to identify and prioritize needs, develop corresponding indicators, and used a score card to rate the quality of family planning service provision and monitor improvement. To ensure young, unmarried people had a voice in identifying the unique challenges they face, youth working groups (YWG) led all CSC activities. The feasibility and impact of CSC activities were evaluated using mystery client visits, unannounced visits, focus group discussions with YWG members and providers, repeated assessment of score card indicators, and service delivery statistics. RESULTS: The involvement of community health volunteers and supportive community members - as well as the willingness of some providers to consider changes to their own behaviors-were key score card facilitators. Conversely, community bias against family planning was a barrier to wider participation in score card activities and the intractability of some provider behaviors led to only small shifts in quality improvement. Service statistics did not reveal an increase in the percent of women receiving family planning services. CONCLUSION: Successful and impactful implementation of the CSC in the Kenyan context requires intensive community and provider sensitization, and pandemic conditions may have muted the impact on contraceptive uptake in this small pilot effort. Further investigation is needed to understand whether the CSC - or other social accountability efforts - can result in improved contraceptive access.

Mind the Gate: General Practitioner's Attitudes Towards Depressed Patients with Diverse Migration Backgrounds.

This study aims to examine (a) whether there are differences in general practitioners' (GPs) attitudes towards native Belgian patients, patients of foreign descent and asylum seeking patients who all express symptoms of major depression, and (b) whether these differences depend on GPs' experience with cultural competency training and interethnic contact. Using a video vignette study among 404 Flemish (Belgium) GPs, we find evidence of a provider bias. While GPs regard a patient of foreign descent as less trustworthy and less able to adhere to medical recommendations than a native Belgian patient, they also hold more pessimistic views on a potential recovery of an asylum seeking patient. In addition, we find that cultural competency training might alter GPs' attitudes of asylum seeking patients in a positive way. Summarized, our research highlights the need to target stereotypes among GPs for interventions designed to reduce migration-based disparities in healthcare use and health status.

"You better use the safer one leave this one": the role of health providers in women's pursuit of their preferred family planning methods.

BACKGROUND: Universal access to quality sexual and reproductive health (SRH) services is pivotal to ensuring gender equality. In high-income countries, patient-provider interactions have been shown to shape women's decisions about contraception, with poor exchanges decreasing method uptake and satisfaction. While significant progress has been made to increase women's access to SRH services, in low- and middle-income countries, little is known about the quality of family planning patient-provider interactions. The primary objective of this analysis was to explore the role of health care providers in women's family planning decision-making in Ethiopia. METHODS: From July to August 2017, 10 focus group discussions (n = 80) and 30 in-depth interviews were conducted with women aged 15-49 and men aged 18+ recruited via purposive sampling from urban and rural sites in Ethiopia. Semi-structured interview guides explored women's and girls' empowerment in SRH surrounding sex, childbearing, and contraception. All interviews were conducted in Amharic, audio-recorded, and transcribed verbatim into English. Inductive thematic analysis was used to analyze data. Eleven codes specific to provider services for family planning were reviewed and matrixes creates for synthesis. RESULTS: Three primary themes emerged: the role of providers in women's awareness of and demand for family planning services; selection and uptake of contraceptive methods; and discontinuation and switching of contraceptive methods. Results indicate that health extension workers were central to women's awareness of family planning, and health providers' endorsements were instrumental in decisions to adopt methods. The majority of respondents described positive interactions with providers and appreciated thorough counseling when considering using or switching methods. Some women, however, described health providers directing them toward long-acting methods by communicating inaccurate information or emphasizing disadvantages of short-acting methods. A few women described provider reluctance or resistance to switching methods, especially from implants. CONCLUSIONS: Women shared many narratives about the central roles health providers played in their awareness and decision-making for family planning. Those narratives also included provider bias against women's preferred methods. Further research and program assessments are needed to ascertain the extent to which these biases hinder women's decision-making autonomy in using contraception.

Assessing Provider Bias in General Practitioners' Assessment and Referral of Depressive Patients with Different Migration Backgrounds: Methodological Insights on the Use of a Video-Vignette Study.

Although the prevalence of common mental health conditions such as depression and anxiety, is higher among people with a migration background, these groups are generally underrepresented in all forms of institutionalized mental health care. At the root of this striking discrepancy might be unequal referral by health care practitioners. In this article we describe the development of a quasi-experimental video vignette methodology to assess potential forms of unequal diagnosing, treatment and referral patterns, based on clients' migration background and asylum status. The presented methodology also allows to explore whether potential differences are related to provider bias, i.e. underlying attitudes and expectations held by general practitioners. Potential assets and drawbacks of this methodology are discussed in detail.

Contraceptive service provider imposed restrictions to contraceptive access in urban Nigeria.

BACKGROUND: Health service providers can restrict access to contraceptives through their own imposed biases about method appropriateness. In this study, provider biases toward contraceptive service provision among urban Nigerian providers was assessed. METHODS: Health providers working in health facilities, as well as pharmacists and patent medical vendors (PMV), in Abuja, Benin City, Ibadan, Ilorin, Kaduna, and Zaria, were surveyed in 2011 concerning their self-reported biases in service provision based on age, parity, and marital status. RESULTS: Minimum age bias was the most common bias while minimum parity was the least common bias reported by providers. Condoms were consistently provided with the least amount of bias, followed by provision of emergency contraception (EC), pills, injectables, and IUDs. Experience of in-service training for health facility providers was associated with decreased prevalence of marital status bias for the pill, injectable, and IUD; however, training experience did not, or had the opposite effect on, pharmacists and PMV operator's reports of service provision bias. CONCLUSIONS: Provider imposed eligibility barriers in urban study sites in Nigeria were pervasive - the most prevalent restriction across method and provider type was minimum age. Given the large and growing adolescent population - interventions aimed at increasing supportive provision of contraceptives to youth in this context are urgently needed. The results show that the effect of in-service training on provider biases was limited. Future efforts to address provider biases in contraceptive service provision, among all provider types, must find creative ways to address this critical barrier to increased contraceptive use.

Obesity Stigma and Bias.

Overweight and obesity are escalating in epidemic proportions in the United States. Individuals with overweight and obesity are often reluctant to seek medical help, not only for weight reduction but also for any health issue because of perceived provider discrimination. Providers who are biased against individuals with obesity can hinder our nation's effort to effectively fight the obesity epidemic. By addressing weight bias in the provider setting, individuals affected by obesity may be more likely to engage in a meaningful and productive discussion of weight. Providers need to be the go-to source for obesity-focused information on new and emerging treatments.

Healthcare Provider-Based Contraceptive Coercion: Understanding U.S. Patient Experiences and Describing Implications for Measurement.

Despite growing concerns over coercion in contraceptive care, few studies have described its frequency and manifestations. Further, there is no established quantitative method of measuring this construct. We begin to fill this gap by detailing nuance in contraceptive coercion experiences and testing a novel measure: the Coercion in Contraceptive Care Checklist. In early 2023, we surveyed reproductive-aged people in the United States who were assigned female at birth about their contraceptive care. We describe the frequency of contraceptive coercion in our sample (N = 1197) and use open-ended descriptions to demonstrate nuances in these experiences. Finally, we debut our checklist and present psychometric testing results. Among people who had ever talked to a healthcare provider about contraception, over one in six participants (18.46%) reported experiencing coercion during their last contraceptive counseling, and over one in three (42.27%) reported it at some point in their lifetime. Being made to use or keep using birth control pills was the most common form of coercion reported by patients (14.62% lifetime frequency). Factor analysis supported the two-factor dimensionality of the Coercion in Contraceptive Care Checklist. Inter-item correlations were statistically significant (p < 0.001), providing evidence of reliability. The checklist was also related to measures of quality in family planning care (downward coercion: t[1194] = 7.54, p < 0.001; upward coercion: t[1194] = 14.76, p < 0.001) and discrimination in healthcare (downward coercion: t[1160] = -14.77, p < 0.001; upward coercion: t[1160] = -18.27, p < 0.001), providing evidence of construct validity. Findings provide critical information about the frequency and manifestations of contraceptive coercion. Psychometric tests reveal evidence of the Coercion in Contraceptive Care Checklist's validity, reliability, and dimensionality while also suggesting avenues for future testing and refinement.

Asymmetry in contraceptive information at two sites in Burkina Faso.

Background: Family planning programs are foundationally important to public health, but like any medical intervention, contraception has drawbacks in addition to its benefits. Knowledge of these drawbacks in addition to benefits is essential for informed choice. Despite a general consensus among family planning researchers and providers that contraceptive counseling should be unbiased, little quantitative research has assessed the extent of bias in contraceptive counseling, and in people's contraceptive knowledge more broadly. Objective: To understand the extent to which women report being told more about the advantages of contraception than the disadvantages-a concept we call "asymmetry" in contraceptive counseling, at two research sites in Burkina Faso. Methods: We use data from a cross-sectional population-based survey of 3,929 women residing in the catchment areas of the Ouagadougou (urban) and the Nouna (rural) Health and Demographic Surveillance Systems in Burkina Faso. We use descriptive statistics to explore asymmetry in knowledge of the benefits/advantages and risks/disadvantages of contraceptive use overall, as well as method-specific asymmetry among current method users regarding their counseling experience. Findings: Results show substantial asymmetry in knowledge of advantages/benefits of contraception compared to disadvantages/risks. 86% of respondents said they could name any advantage of family planning, while half of that proportion (43%) could name any disadvantage. We find a similarly stark asymmetry in method-specific results among contraceptive users, especially for hormonal/biomedical methods. We also find substantial variation between research sites, with urban respondents much less likely to self-report complete family planning knowledge than their rural counterparts. Conclusion: Our results suggest that family planning messaging in Burkina Faso may place an emphasis on the advantages without a commensurate focus on disadvantages. Family planning programs worldwide must ensure that people can make informed choices based on balanced, accurate information about both the benefits and the disadvantages of contraception.

Visioning an Effective Health Encounter: Indigenous Healthcare Experiences and Recommendations for Health Professionals.

PURPOSE: Indigenous patients experience challenges while accessing and utilizing healthcare services that relate to worsened health experiences. Bias towards Indigenous patients is prevalent in healthcare settings and leads to poor health outcomes. The purpose of this study was to learn about the healthcare experiences, both positive and negative, of Indigenous patients and solicit subsequent recommendations to improve care delivered to this population. METHODS: This study sampled Indigenous patients (n = 20) from an Indigenous-serving health clinic to discuss participants' health experiences and elicit recommendations for improved care. Four focus groups were conducted, and template analysis was employed to analyze the data. RESULTS: A total of 15 themes were developed under the category of an effective health encounter. Highlighted themes include healthcare that is free of stigma, quality care, respecting trauma experiences, expanded integrated care and the patient-provider relationship. Based on participant recommendations, a checklist was created for healthcare professionals to improve care delivery to Indigenous patients. Results indicated that bias in healthcare settings may masquerade as poor clinical care but is really founded in biased beliefs and healthcare delivery. Alternatively, when patients received good quality care, their healthcare outcomes improved. Further, effective healthcare incorporates culture, family, tribe, and community and addresses these aspects of health in both clinical and systemic settings. CONCLUSIONS: With some of the largest proportions of health disparities and bias experiences in the US, it is critical that healthcare delivered to Indigenous patients incorporate culturally safe care to regain dignity and improve health outcomes for this population.

Obesity Stigma: Causes, Consequences, and Potential Solutions.

PURPOSE OF REVIEW: This review aims to examine (i) the aetiology of obesity; (ii) how and why a perception of personal responsibility for obesity so dominantly frames this condition and how this mindset leads to stigma; (iii) the consequences of obesity stigma for people living with obesity, and for the public support for interventions to prevent and manage this condition; and (iv) potential strategies to diminish our focus on personal responsibility for the development of obesity, to enable a reduction of obesity stigma, and to move towards effective interventions to prevent and manage obesity within the population. RECENT FINDINGS: We summarise literature which shows that obesity stems from a complex interplay of genetic and environment factors most of which are outside an individual's control. Despite this, evidence of obesity stigmatisation remains abundant throughout areas of media, entertainment, social media and the internet, advertising, news outlets, and the political and public health landscape. This has damaging consequences including psychological, physical, and socioeconomic harm. Obesity stigma does not prevent obesity. A combined, concerted, and sustained effort from multiple stakeholders and key decision-makers within society is required to dispel myths around personal responsibility for body weight, and to foster more empathy for people living in larger bodies. This also sets the scene for more effective policies and interventions, targeting the social and environmental drivers of health, to ultimately improve population health.

Health care provider bias in the Appalachian region: The frequency and impact of contraceptive coercion.

OBJECTIVE: To investigate the frequency and impact of contraceptive coercion in the Appalachian region of the United States. DATA SOURCES AND STUDY SETTING: In fall 2019, we collected primary survey data with participants in the Appalachian region. STUDY DESIGN: We conducted an online survey including patient-centered measures of contraceptive care and behavior. DATA COLLECTION/EXTRACTION METHODS: We used social media advertisements to recruit Appalachians of reproductive age who were assigned female at birth (N = 622). After exploring the frequency of upward coercion (pressure to use contraception) and downward coercion (pressure not to use contraception), we ran chi-square and logistic regression analyses to explore the relationships between contraceptive coercion and preferred contraceptive use. PRINCIPAL FINDINGS: Approximately one in four (23%, n = 143) participants reported that they were not using their preferred contraceptive method. More than one-third of participants (37.0%, n = 230) reported ever experiencing coercion in their contraceptive care, with 15.8% reporting downward coercion and 29.6% reporting upward coercion. Chi-square tests indicated that downward (χ2 (1) = 23.337, p < 0.001) and upward coercion (χ2 (1) = 24.481, p < 0.001) were both associated with a decreased likelihood of using the preferred contraceptive method. These relationships remained significant when controlling for sociodemographic factors in a logistic regression model (downward coercion: Marginal effect = -0.169, p = 0.001; upward coercion: Marginal effect = -0.121, p = 0.002). CONCLUSIONS: This study utilized novel person-centered measures to investigate contraceptive coercion in the Appalachian region. Findings highlight the negative impact of contraceptive coercion on patients' reproductive autonomy. Promoting contraceptive access, in Appalachia and beyond, requires comprehensive and unbiased contraceptive care.

Criminalization of Care: Drug Testing Pregnant Patients.

This article reveals how law and legal interests transform medicine. Drawing on qualitative interviews with medical professionals, this study shows how providers mobilize law and engage in investigatory work as they deliver care. Using the case of drug testing pregnant patients, I examine three mechanisms by which medico-legal hybridity occurs in clinical settings. The first mechanism, clinicalization, describes how forensic tools and methods are cast in clinical terminology, effectively cloaking their forensic intent. In the second, medical professionals informally rank the riskiness of illicit substances using both medical and criminal-legal assessments. The third mechanism describes how gender, race, and class inform forensic decision-making and criminal suspicion in maternal health. The findings show that by straddling both medical and legal domains, medicine conforms to the standards and norms of neither institution while also suspending meaningful rights for patients seeking care.

Providers' views on hormonal family planning methods for young women: a qualitative study from Dosso, Niger.

Background: Family planning (FP) providers play an important role in ensuring that clients are offered a full range of FP methods. This qualitative study explores providers' views on three hormonal FP methods and why they think women may choose these methods in Niger.                                                    Methods: In-depth interviews were conducted with 24 FP providers in 24 government health centers in Dosso region, Niger between February-March 2020. Providers were asked about the suitability of different FP methods for women, including adolescents and married women with children. The interviews were translated and transcribed from Hausa and Zarma into French, thematically coded, and qualitatively analyzed. Results: Many providers believed discretion to be the most important method attribute for women. Providers report preferring implants for young clients because of the more rapid return to fertility. They disagreed on whether implants or injectables are more discrete for clients. That said, providers felt that clients appreciate the implant's discretion, effectiveness, long-acting nature, and simplicity of use.  Providers perceived that the majority of women choose injectables due to familiarity with the method, the fact that it is "invisible" to an outsider, and a lack of awareness of implants. Providers stated that while women may not initially choose the implant, when given more information about it, they were more open to adopting it, or switching from another method, and less likely to believe local myths. Providers believed that women find pills to be indiscreet. Conclusions: The findings highlight that while providers have perspectives on suitable methods for certain women, they also recognize that clients have their own preferences, such as how discreet the method is. As programs continue to expand method choice and new contraceptive technologies undergo research and development, highly desirable features such as discretion need to be considered.

Exploring and Monitoring Privacy, Confidentiality, and Provider Bias in Sexual and Reproductive Health Service Provision to Young People: A Narrative Review.

PURPOSE: Poor privacy and confidentiality practices and provider bias are believed to compromise adolescent and young adult sexual and reproductive health service quality. The results of focus group discussions with global youth leaders and sexual and reproductive health implementing organizations indicated that poor privacy and confidentiality practices and provider bias serve as key barriers to care access for the youth. METHODS: A narrative review was conducted to describe how poor privacy and confidentiality practices and provider bias impose barriers on young people seeking sexual and reproductive health services and to examine how point of service evaluations have assessed these factors. RESULTS: 4544 peer-reviewed publications were screened, of which 95 met the inclusion criteria. To these articles, another 16 grey literature documents were included, resulting in a total of 111 documents included in the review. CONCLUSION: Poor privacy and confidentiality practices and provider bias represent significant barriers for young people seeking sexual and reproductive health services across diverse geographic and sociocultural contexts. The authors found that present evaluation methods do not appropriately account for the importance of these factors and that new performance improvement indicators are needed.

Urine drug screening on labor and delivery.

BACKGROUND: Substance use including opioids, methamphetamines, benzodiazepines, and barbiturates during pregnancy is harmful for the pregnant person and the fetus. Routine screening using validated questionnaires is recommended, but often biologic sampling is done instead. There is often bias in urine drug screening on labor and delivery units. OBJECTIVE: This study aimed to compare characteristics of people who did and did not receive urine drug screening during labor and delivery and to examine the relationship of maternal results to neonatal results. STUDY DESIGN: This was a retrospective chart review examining all people in 2017 who delivered in the labor and delivery unit at our institution. We collected urine drug screening result information, maternal demographic data, follow-up after positive maternal tests, and neonatal test results. Individual characteristics and obstetrical outcomes were analyzed. RESULTS: Of 6265 deliveries, 297 urine drug screening tests were ordered. People who were tested identified most commonly as Native Hawaiian or Pacific Islander (P<.0001). The most common indications for ordering tests were a history of substance use and insufficient prenatal care (P<.0001). People who tested positive were more likely to self-identify as White (P=.03) and have history of substance use (P<.0001). Among the positive test results, 24 (24%) were caused by a provider-ordered medication. Self-identification as Native Hawaiian or Pacific Islander was not predictive of a positive result. Of the tested people, 36% (108/297) had a positive result on preliminary testing, and 33% (98/295) on confirmatory testing. CONCLUSION: Native Hawaiians and Pacific Islanders were more likely to undergo testing, whereas White people were more likely to have a positive result. Maternal results were not reliable for predicting neonatal drug test results and vice versa. With rising rates of substance use disorders in the pregnant and reproductive-age population, standardized unbiased race-neutral guidelines for urine drug screening should be implemented using laboratory test results that include preliminary and reflex confirmatory results.