Tackling health inequalities in a public health organization: the case of the Barcelona Public Health Agency

Disparities in medical recommendations from AI-based chatbots across different countries/regions

This study explores disparities and opportunities in healthcare information provided by AI chatbots. We focused on recommendations for adjuvant therapy in endometrial cancer, analyzing responses across four regions (Indonesia, Nigeria, Taiwan, USA) and three platforms (Bard, Bing, ChatGPT-3.5). Utilizing previously published cases, we asked identical questions to chatbots from each location within a 24-h window. Responses were evaluated in a double-blinded manner on relevance, clarity, depth, focus, and coherence by ten experts in endometrial cancer. Our analysis revealed significant variations across different countries/regions (p < 0.001). Interestingly, Bing's responses in Nigeria consistently outperformed others (p < 0.05), excelling in all evaluation criteria (p < 0.001). Bard also performed better in Nigeria compared to other regions (p < 0.05), consistently surpassing them across all categories (p < 0.001, with relevance reaching p < 0.01). Notably, Bard's overall scores were significantly higher than those of ChatGPT-3.5 and Bing in all locations (p < 0.001). These findings highlight disparities and opportunities in the quality of AI-powered healthcare information based on user location and platform. This emphasizes the necessity for more research and development to guarantee equal access to trustworthy medical information through AI technologies.

Perspectives on menstrual policymaking and community-based actions in Catalonia (Spain): a qualitative study

BACKGROUND

Menstrual research and policymaking have become imperative worldwide. It is necessary that these are informed by women and people who menstruate (PWM) alongside expert professionals and activists.

METHODS

The main aim of this study was to identify and propose policies and community-based actions to address menstrual inequity and promote menstrual health in Catalonia (Spain). This study consisted of two qualitative studies: (a) 34 individual photoelicitation interviews with women and PWM, (b) a World Café study with 22 professionals and activists. Sampling for both studies was purposive and selective. Recruitment was conducted through healthcare centres, social media, key contacts, and snowball sampling techniques. Data were collected in December 2020-September 2022, and analysed using Framework Analysis.

RESULTS

Participants considered the implementation of menstrual policies that address the taboo and stigma of menstruation to be crucial. They stressed the need for menstrual education, which should be integrated into formal education curricula. Participants, and especially women and PWM, highlighted the need to improve the access and quality of healthcare services, so that the menstrual cycle and menstruation are seen as health indicators. Health professionals should encourage agentic informed decisions, hence why both participant groups considered menstrual health education amongst health professionals to be pivotal. Taking action to improve the access and affordability of menstrual products was also imperative for participants, especially for socioeconomically vulnerable populations. Participants agreed on guaranteeing fully equipped menstrual management facilities, and and professionals discussed gender-neutral and sex-segregated bathrooms. Workplace menstrual policies to accommodate and ensure menstrual self-care were also suggested.

CONCLUSIONS

Our study highlights the need for multi-dimensional menstrual policies. These should include actions to address menstrual taboo and stigma, to promote menstrual education that goes beyond the hegemonic biomedical prism, to improve the access and quality of menstrual health services, along with policies ensuring adequate menstrual management facilities in public spaces and the access to menstrual products. Policymaking should also focus on how to ensure menstrual management and care in workplaces. Menstrual policies and community-based actions should be framed within intersectionality, to consider how societal structures of power and oppression influence menstrual experiences.

Strengthening local government policies to address health inequities: perspectives from Australian local government stakeholders

BACKGROUND

With their close connection to community and increasing preventive health remit, local governments are well positioned to implement policies and programs to address health inequities. Nevertheless, there is a lack of evidence of equity-focused policy action in this sector. We aimed to understand how local government representatives approach equity in the development and implementation of health and wellbeing policies and programs, and to identify potential enablers for strengthening an equity focus.

METHODS

We conducted semi-structured interviews (June 2022-January 2023) with 29 health directorate representatives from 21 local governments in Victoria, Australia. Representatives were recruited from urban, regional and rural local government areas, with varying levels of socioeconomic position. Data was analysed inductively using Braun and Clarke's reflexive thematic analysis, informed by social determinants of health theory and a public policy decision making framework.

RESULTS

Local governments approach health equity in different ways including focusing on priority populations, disadvantaged geographic areas, or by targeting the upstream determinants of health, such as housing and employment. Enabling factors for more equity-oriented local government policy action included those internal to local governments: (i) having a clear conceptualisation of equity, (ii) fostering a strong equity-centric culture, and (iii) developing organisational-wide competency in health equity. External factors related to key stakeholder groups that support and/or influence local governments included: (iv) strong support from community, (v) state government leadership and legislation, and (vi) supportive local partners, networks and NGO's.

CONCLUSIONS

Local governments have a responsibility to implement policies and programs that improve health and reduce health inequities. Local government's capacity to leverage resources, structures, processes and relationships, internally and across sectors and community, will be key to strengthening equity-oriented local government health policies and programs.