Areas Of Socioeconomic Deprivation Research Articles

Neighborhood socioeconomic disadvantages associated with prolonged length of stay and non-home discharge following revision total hip and knee joint arthroplasty

BackgroundDischarge disposition and length of stay (LOS) are widely recognized markers of healthcare utilization patterns of total hip and knee joint arthroplasty (TJA). These markers are commonly associated with increased postoperative complications, patient dissatisfaction, and higher costs. Area deprivation index (ADI) has been validated as a composite metric of neighborhood-level disadvantage. This study aims to determine the potential association between ADI and discharge disposition or extended LOS following revision TJA. MethodsThis study conducted a retrospective analysis of a consecutive series of revision hip and knee TJA patients from a single tertiary institution. Univariate and multivariate regression analysis was used to determine the association between ADI and discharge disposition or LOS, adjusting for patient demographics and comorbidities. Results1047 consecutive revision TJA patients were identified across 463 different neighborhoods. 193 (18.4 %) had an extended LOS, and 334 (31.9 %) were discharged to non-home facilities. Compared with Q1 (least deprived cohort), Q2 (odds ratio [OR] = 1.63; p = 0.030) and Q4 (most deprived cohort: OR = 2.04; p = 0.002) cohorts demonstrated higher odds of non-home discharge. Patients in the highest ADI quartile (most deprived cohort) were associated with increased odds of prolonged LOS following revision TJA compared to those in the lowest ADI quartile (OR = 2.63; p < 0.001). ConclusionThis study suggests that higher levels of neighborhood-level disadvantage may be associated with higher odds of non-home discharge and prolonged LOS following revision TJA. Development of interventions based on the area deprivation index may improve discharge planning and reduce unnecessary non-home discharges in patients living in areas of socioeconomic deprivation.

Dietary fibre intake, adiposity, and metabolic disease risk in Pacific and New Zealand European women

The aim of this study was to explore associations between habitual dietary fibre intake, adiposity, and biomarkers of metabolic health in Pacific and New Zealand European women who are known to have different metabolic disease risks. Pacific (n = 126) and New Zealand European (NZ European; n = 161) women (18-45years) were recruited to the PROMISE cross-sectional study(1) based on normal (18-24.9kg/m2) and obese BMI (≥30kg/m2). Body fat percentage (BF%), measured using whole body DXA, was used to stratify participants into low (&lt;35%) or high (≥35%) BF% groups. Habitual dietary intake was calculated using the National Cancer Institute method, involving a 5-day-food-record and a semi-quantitative FFQ. Fasting blood was analysed for glucose, insulin, and lipid profile. NZ European women in the low- and high-BF% groups were older, less socioeconomically deprived, and consumed more dietary fibre (median 23.7g/day [25-75-percentile, 20.1, 29.9]; 20.9 [19.4, 24.9]) than Pacific women (18.8 [15.6, 22.1]; 17.8 [15.0, 20.8]; both p&lt;0.001), respectively. Pacific women consumed a higher proportion of their total fibre intake from discretionary fast foods, in contrast NZ European women consumed more dietary fibre from wholegrains. Regression analysis controlling for ethnicity, age, socioeconomic deprivation, energy intake, protein, total carbohydrate, and fat intake showed significant inverse associations between higher dietary fibre intake and BF% and visceral fat% (β = −0.47, 95% CI = −0.62, −0.31, p&lt;0.001; β = −0.61, [−0.82, −0.40], p&lt;0.001, respectively) among both Pacific and NZ European women. LDL-C (β = −0.04, [−0.06, −0.01]) was inversely associated with fibre intake following further adjustment for BF%-groups in NZ European women. Despite differences in intake, dietary fibre was inversely associated with adiposity and metabolic disease risk in both Pacific and NZ European women. However younger woman living in areas of higher socio-economic deprivation who consumed a higher proportion of total dietary fibre intake from discretionary fast foods were more likely to have low dietary fibre intakes than older, wealthier women. These women were also more likely to be Pacific women. Increasing habitual dietary fibre intake could help to reduce adiposity and metabolic disease risk; so implementing policies that make health-promoting high fibre foods more affordable, ensuring households have sufficient income to purchase nutritious food and limiting the amount of unhealthy food marketing that low income communities are exposed to should be public health priorities.

Socioeconomic Deprivation and Health Care Use in Patients Enrolled in SWOG Cancer Clinical Trials

Reducing acute care use is an important strategy for improving value. Patients with cancer are at risk for unplanned emergency department (ED) visits and hospital stays (HS). Clinical trial patients have homogeneous treatment; despite this, structural barriers to care may independently impact acute care use. To examine whether ED visits and HS within 12 months of trial enrollment are more common among Medicare enrollees who live in areas of socioeconomic deprivation or have Medicaid insurance. This cohort study included patients with cancer who were 65 years or older and treated in SWOG Cancer Research Network trials from 1999 to 2018 using data linked to Medicare claims. Data were collected from 1999 to 2019 and analyzed from 2022 to 2024. Outcomes were ED visits, HS, and costs in the first year following enrollment. Neighborhood socioeconomic deprivation was measured using patients' zip code linked to the Area Deprivation Index (ADI), measured on a 0 to 100 scale for increasing deprivation and categorized into tertiles (T1 to T3). Type of insurance was classified as Medicare with or without commercial insurance vs dual Medicare and Medicaid. Demographic, clinical, and prognostic factors were captured from trial records. Multivariable regression was used, and the association of ADI and insurance with each outcome was considered separately. In total, 3027 trial participants were analyzed. The median (range) age was 71 (65-98) years, 1280 (32.3%) were female, 221 (7.3%) were Black patients, 2717 (89.8%) were White patients, 90 (3.0%) had Medicare and Medicaid insurance, and 660 (22.3%) were in the areas of highest deprivation (ADI-T3). In all, 1094 patients (36.1%) had an ED visit and 983 patients (32.4%) had an HS. In multivariable generalized estimating equation, patients living in areas categorized as ADI-T3 were more likely to have an ED visit (OR, 1.34; 95% CI, 1.10-1.62; P = .004). A similar but nonsignificant pattern was observed for HS (OR, 1.36; 95% CI, 0.96-1.93; P = .08). Patients from areas with the highest deprivation had a 62% increase in risk of either an ED visit or HS (OR, 1.62; 95% CI, 1.25-2.09; P < .001). Patients with Medicare and Medicaid were 96% more likely to have an ED visit (OR, 1.96; 95% CI, 1.56-2.46; P < .001). In this cohort of older patients enrolled in clinical trials, neighborhood deprivation and economic disadvantage were associated with an increase in ED visits and HS. Efforts are needed to ensure adequate resources to prevent unplanned use of acute care in socioeconomically vulnerable populations.

Tackling physical inactivity and inequalities: implementing a whole systems approach to transform community provision for disabled people and people with long-term health conditions

BackgroundPhysical inactivity is a global public health priority. There are known health and well-being consequences of being inactive, and the benefits of being physically active are well established. However, there are persistent inequalities when it comes to how physically active people are, with disabled people, people living with long-term health conditions, and people residing in areas of socio-economic deprivation being particularly affected. Methods such as whole system approaches (WSAs), which are dynamic, multifaceted, and engage all relevant stakeholders, have gained momentum as an approach to address such complex public health problems. However, evidence relating to the implementation of WSAs to address physical inactivity is lacking. The aim of the Prevention and Enablement Model (PEM) was to take a whole system approach in Essex to encourage and support disabled people and/or individuals living with long-term health conditions to be more active, happier, and to live more independently.MethodsThe aim of this study was to explore the enablers, challenges, and reflections associated with the process of designing and implementing the PEM. Semi-structured interviews (n = 12) were used to collect data from people involved in the PEM’s design, implementation and/or delivery. Data was analysed using Braun and Clarke’s reflexive thematic analysis.ResultsFour themes were identified: (1) Working collaboratively: Specific enablers of time and space were identified as important in the planning and implementation of a WSA (2) Leadership and planning: Distributed and flexible leadership was identified as central to successful implementation (3) Re-orientating practice: Highlighted the transformative potential of a whole system approach and how it contrasts with conventional work practices, and (4) Reflection and learning: Informing ongoing refinements and further implementation of successful system change.ConclusionsThese findings highlight the challenge and complexity of implementing a WSA that involves diverse stakeholders from across adult social care, the NHS, and the third sector. Several important enablers are identified, such as leadership and planning, and the challenges and discomfort that can arise whilst changing systems. Ongoing efforts are required to ensure that different elements of the system collaborate effectively to address inequalities in physical activity participation, through the implementation of a WSA.

An evaluation of the social deprivation practice grant in Irish general practice.

The Inverse Care Law states that availability of good medical care varies inversely with the need for it in the population served. In 2019 the main medical union and the Department of Health in Ireland, agreed on funding a Social Deprivation Practice grant for GP practices in urban deprived areas. The aim of this study was to examine the implementation and impact of the Social Deprivation Practice Grant in participating General Practices. A mixed methods study with sequential design based in Irish General Practice. Data were collected using a questionnaire and online semi-structured interviews with GPs and practice staff. Data were analysed separately, and the findings compared to examine the extent to which they converged or diverged. There were 25 survey responses and nine interviews. All practices reported the grant was beneficial and most practices utilised the grant to fund additional doctor hours (17/25). Both surveys and interviews indicated that a small amount of additional funding allowed additional clinical need in areas of deprivation to be addressed but there were some barriers identified in accessing the grant and implementing planned expenditure. Delivery of healthcare in areas of socioeconomic deprivation presents significant challenges. While there were some problems with implementation, the introduction of a small, targeted grant for GP practices in areas of social deprivation allowed those practices to enhance their services with tailored initiatives seeking to meet the needs of their patient populations.

Real-world Trends, Rural-urban Differences, and Socioeconomic Disparities in Utilization of Narrow versus Broad Next-generation Sequencing Panels.

We identified socioeconomic and rurality disparities in the use of genomic tests and trial matching by panel size, which may have implications for equal access to targeted therapies. The lack of association between large panel tests and clinical trial matching by socioeconomic status, suggests a potential health equity impact, while removing barriers in access to large panels for rural patients may improve access to trials. However, further research is needed.

Effect of timeframes to define long term conditions and sociodemographic factors on prevalence of multimorbidity using disease code frequency in primary care electronic health records: retrospective study

ObjectiveTo determine the extent to which the choice of timeframe used to define a long term condition affects the prevalence of multimorbidity and whether this varies with sociodemographic factors.DesignRetrospective study...

Periodontitis and Outer Retinal Thickness: a Cross-Sectional Analysis of the United Kingdom Biobank Cohort

PurposePeriodontitis, a ubiquitous severe gum disease affecting the teeth and surrounding alveolar bone can heighten systemic inflammation. We investigated the association between very severe periodontitis and early biomarkers of age-related macular degeneration, in individuals with no eye disease. DesignCross-sectional analysis of the prospective community-based cohort United Kingdom (UK) Biobank. ParticipantsSixty-seven thousand three hundred eleven UK residents aged 40-70 years recruited between 2006-2010 underwent retinal imaging. MethodsMacular-centered optical coherence tomography images acquired at the baseline visit were segmented for retinal sublayer thicknesses. Very severe periodontitis was ascertained through a touchscreen questionnaire. Linear mixed effects regression modeled the association between very severe periodontitis and retinal sublayer thicknesses adjusting for age, sex, ethnicity, socioeconomic status, alcohol consumption, smoking status, diabetes mellitus, hypertension, refractive error, and previous cataract surgery. Main Outcome MeasuresPhotoreceptor layer (PRL) and retinal pigment epithelium-Bruch’s membrane (RPE-BM) thicknesses. ResultsAmong 36,897 participants included in the analysis, 1,571 (4.3%) reported very severe periodontitis. Affected individuals were older, lived in areas of greater socioeconomic deprivation and were more likely to be hypertensive, diabetic and current smokers (all p<0.001). On average, those with very severe periodontitis were myopic (-0.29 ± 2.40 diopters) while those unaffected were hyperopic (0.05 ± 2.27 diopters, p<0.001). Following adjusted analysis, very severe periodontitis was associated with thinner PRL (-0.55 μm, 95% CI: -0.97, -0.12, p=0.022) but there was no difference in RPE-BM thickness (0.00 μm, 95% CI: -0.12, 0.13, p=0.97). The association between PRL thickness and very severe periodontitis was modified by age (p<0.001). Stratifying individuals by age, thinner PRL was seen among those aged 60-69 years with disease (-1.19 μm, 95% CI: -1.85, -0.53, p<0.001) but not among those under 60 years. ConclusionsAmong those with no known eye disease, very severe periodontitis is statistically associated with a thinner PRL, consistent with incipient age-related macular degeneration. Optimizing oral hygiene may hold additional relevance for people at risk of degenerative retinal disease.

How to address the inverse care law and increase GP recruitment in areas of socioeconomic deprivation: a qualitative study of GP trainees' views and experiences in the UK.

The Deep End network in the North East and North Cumbria (NENC) was set up to tackle health inequalities in general practice. One aim is to address the inverse care law and improve recruitment of GPs, which is known to be especially challenging in areas of socioeconomic deprivation. To explore GP trainees' experiences and perceptions of working in Deep End or Deprived Area Practices (DE/DAPs) to identify how GP recruitment can be improved. Qualitative study recruiting 13 doctors training to be GPs from the Northumbria training programme. Audio-recorded, online, semi-structured interviews and discussion groups were undertaken, transcribed verbatim, and analysed with a grounded theory approach, using a process of thematic analysis. Overall, seven interviews and two discussion groups (13 participants in total) were conducted. Three themes were identified. The first theme was working in areas of socioeconomic deprivation is challenging but has many advantages. The challenges of working in DE/DAPs were not deterring factors for GP trainees wanting to work in areas of socioeconomic deprivation. The second theme was trainees are willing to work in areas of socioeconomic deprivation but clinical experience is important. Training in DE/DAPs gives trainees the confidence to work in areas of deprivation. Familiarity with a practice also makes them more likely to stay post-training. The third theme was financial incentives are not an important attracting factor but support and development opportunities are. Non-pecuniary measures, such as clinical support and protected time for continuing professional development (CPD), were found to be important. To improve recruitment to DE/DAPs, investments should be made to increase the opportunities to train in these environments. This can be achieved by supporting more DE/DAPs to become training practices, and providing clinical support and protected time for CPD.

Factors Associated With New Analgesic Requirements Following Critical Illness.

Chronic opioid use represents a significant burden to global healthcare with adverse long-term outcomes. Elevated patient reported pain levels and analgesic prescriptions have been reported following discharge from critical care. We describe analgesic requirements following discharge from hospital and identify if a critical care admission is a significant factor for stronger analgesic prescriptions. This retrospective observational cohort study identified patients in the UK Biobank with a registered admission to any UK hospital between January 1, 2010 and December 31, 2015 and information on prescriptions drawn both prior to and following hospital discharge. Two matched cohorts were created from the dataset: critical care patients and hospital patients admitted without a critical care encounter. Outcomes were analgesic requirements following hospital discharge and factors associated with increased analgesic prescriptions. Multivariable logistic regression was used to identify factors associated with prescriptions from higher steps on the World Health Organization (WHO) analgesic ladder. In total, 660 formed the total study population. Strong opioid prescriptions following discharge were significantly higher in the critical care cohort (P value <.001). Critical care admission (OR = 1.45) and increasing Townsend deprivation (OR = 1.04) index were significantly associated with increasing strength of analgesic prescriptions following discharge. Critical care patients require stronger analgesic prescriptions in the 12 months following hospital discharge. Patients from areas of high socioeconomic deprivation may also be associated with increased analgesic requirements. Multidisciplinary support is required for patients who may be at risk of chronic opioid use and could be delivered within critical care recovery programs.

Centre‐based early education interventions for improving school readiness: A systematic review

Centre‐based early education interventions for improving school readiness: A systematic review

EGS P08 The effect of socioeconomic status on traumatic liver injuries: A prospective multicentre study

Abstract Background Abdominal traumas only represent 10% of all trauma-related injuries but is associated with significant morbidity and mortality. This is especially true for liver and pancreatic injuries. There is a growing interest in understanding the complex relationships between socioeconomic deprivation and trauma in recent years. Evidence from the US demonstrates that social deprivation is strongly associated with violent traumas and more severe injuries. There is, however, a lack of research examining the relationship between socioeconomic deprivation and severe abdominal traumas. This prospective multicentre audit investigates the association between socioeconomic status and the mechanisms and outcomes of liver and pancreatic traumas. Methods This prospective, multicentre audit was conducted through the National Trauma Research and Innovation Collaborative at18 participating major trauma centres and units in the United Kingdom between 01/01/2021 and 01/10/2021. The differences in patient demographics, mechanism of injury, injury severity score, operative management, length of hospital stay, and mortality were compared between patients from the five socioeconomic groups. The socioeconomic status for each patient was determined using the Index of Multiple Deprivation (IMD) tool, which is a recognised and validated tool published by the UK government. Chi-squared, Fisher’s Exact, and Kruskal-Wallis tests were used to compare categorical variables as appropriate. Results Of the 232 patients included, 75% were male. There is an increasing trend of deprivation in males, with 82.9% of the most deprived patients being male compared to the 66.7% in the least deprived quintile. The most deprived group had a lower comorbidity burden and were younger with a median age of 26 (IQR 19-39) compared to the least deprived group (median age 42, IQR 28-61,p&amp;lt;0.01). Penetrating injuries occurred more frequently in the 3 most deprived groups, although this was not significant (p=0.09). There were no differences in the management, length of stay, and mortality between the 5 socioeconomic groups. Conclusions The findings of this prospective study adds to the growing body of evidence associating socioeconomic deprivation and major trauma in the UK. Despite the differences in patient demographics across the socioeconomic groups, the definitive management and mortality did not differ. The planning and provision of preventative public health intervention should target areas of higher socioeconomic deprivation.

Maternal depressive symptoms and child language development: Exploring potential pathways through observed and self-reported mother-child verbal interactions

Abstract Maternal depressive symptoms (MDS) in the postnatal period may impact children’s later development through poorer quality parent-child interactions. The current study tested a specific pathway from MDS (child age 9 months) to child receptive vocabulary (4 ½ years) through both self-reported and observed parent-child verbal interactions (at both 2 and 4 ½ years). Participants (n = 4,432) were part of a large, diverse, contemporary pre-birth national cohort study: Growing Up in New Zealand. Results indicated a direct association between greater MDS at 9 months and poorer receptive vocabulary at age 4 ½ years. There was support for an indirect pathway through self-reported parent-child verbal interactions at 2 years and through observed parent-child verbal interactions at 4 ½ years. A moderated mediation effect was also found: the indirect effect of MDS on child vocabulary through observed verbal interaction was supported for families living in areas of greater socioeconomic deprivation. Overall, findings support the potential role of parent-child verbal interactions as a mechanism for the influence of MDS on later child language development. This pathway may be particularly important for families experiencing socioeconomic adversity, suggesting that effective and appropriate supportive parenting interventions be preferentially targeted to reduce inequities in child language outcomes.

The wider health and wellbeing needs of those accessing paediatric care in England: engaging with the hidden voices of children and young people

BackgroundHealth need is inextricably linked with inequalities. Health outcomes are worse for those in lower socio-economic groups, ethnic minority groups, and those with protected characteristics. In the UK, this has been compounded by the COVID-19 pandemic and the cost-of-living crisis. Children and young people accessing hospitals can have unmet health and wellbeing needs, yet the role of hospitals in addressing these is not clear. We engaged with children and young people and caregivers from under-represented groups, often excluded from patient and public involvement, to understand their experiences, in order to support the co-design of future research and interventions. MethodsA series of virtual and physical engagement events were held in Northwest England between March 9, and May 19, 2023. Community groups in areas of high socioeconomic deprivation, carers of children living with disabilities, adolescent care leavers, and school children were contacted through local websites. The concept of health inequalities was introduced at the start of sessions, and participants were encouraged to reflect on their own experiences. Discussions were co-facilitated with community leaders. Events focused on exploring experiences of health inequalities in relation to health care and views on future research. Ethics approval was not required as this was preparatory work; however, written consent was sought. Financial compensation was provided. FindingsA total of 30 participants (aged 10 years and older) participated in four, 90 min events. Themes included: difficulties with transport and navigating services, lack of staff awareness about disabilities, and concerns about transitioning to adult services. Groups expressed varied opinions about research into health inequalities. The topic was considered to be important, and remuneration for participation was felt to be crucial. This is important because of the long-term nature of health inequality outcomes, which result in no immediate benefit to participants themselves. InterpretationUsers of health-care services—including rarely heard groups—welcome research into health inequalities, but they identified important future considerations. Limitations of the work include its small scale and its location in a single geographical area. The outputs of this study will be combined with a scoping review and a review of local population data and will be essential in designing future research and producing recommendations for health-care services. FundingManchester University NHS Foundation Trust Charity.

Religiosity and wellbeing in areas of socio-economic deprivation: The role of social capital and spiritual capital in enabling resources for subjective wellbeing

ABSTRACT Although religiosity and socio-economic status shape wellbeing, there are few analyses on wellbeing and religiosity in socio-economically deprived areas, despite decreases in wellbeing and increased deprivation in Europe since the 2008 financial crisis. This paper explores how resources for subjective wellbeing are enabled in deprived areas via religious participation, through a thematic analysis of ethnographic and participant observations and semi-structured interviews in two villages in County Durham, UK. The function of social and spiritual capital in transmitting resources for wellbeing is identified, and the theory of spiritual capital developed, in light of the analysis. Consequently, the need for qualitative investigations of wellbeing in deprived communities is highlighted.

Non-attendance at diabetic retinal screening in Te Tai Tokerau, Northland, Aotearoa New Zealand.

To explore socio-demographic characteristics of non-attenders at diabetic retinal screening. A retrospective, register-based cross-sectional analysis of 10,275 participants invited to diabetic retinal screening in Te Tai Tokerau (Northland) between May 2011 and June 2020 was performed. Multivariable logistic regression analysis was used to assess the association of age, sex, type of diabetes, ethnicity and socio-economic deprivation with non-attendance at diabetic retinal screening. Median age was 66 years and 54.3% of participants were male. The non-attendance rate was 26.4%, with 46.6% of individuals having at least one non-attendance. Younger age was associated with higher odds of non-attendance (OR 1.84 95% CI 1.41-2.40, <0.001 for odds of non-attendance in those aged under 35 years compared with age over 75 years). Māori (OR 2.69, 95% CI 2.44-2.96, p<0.001) and Pacific peoples (OR 1.71, 95% CI 1.25-2.36, p=0.001) had higher odds of non-attendance compared with NZ Europeans. People living in areas of high socio-economic deprivation had higher odds of non-attendance (OR 1.56, 95% CI 1.33-1.82, p<0.001), as did type 1 diabetics (OR 1.31, p5% CI 1.08-1.59, p=0.006). Younger age, socio-economic deprivation, type 1 diabetes and Māori and Pacific ethnicity are risk factors for nonattendance at diabetic retinal screening.

Quantifying unmet need in General Practice: a retrospective cohort study of administrative data

ObjectivesTo assess whether patients attending general practices (GPs) in socioeconomically (SE) deprived areas receive the same amount of care, compared with similar patients (based on age, sex and level of...

Invitation strategies and participation in a community-based lung cancer screening programme located in areas of high socioeconomic deprivation

IntroductionAlthough lung cancer screening is being implemented in the UK, there is uncertainty about the optimal invitation strategy. Here, we report participation in a community screening programme following a population-based...

Levelling up or left behind? Does increasing GP training numbers inadvertently widen health inequalities?

Increasing the GP workforce will not automatically level up healthcare provision; instead, increasing GP training numbers could worsen health inequity and inequalities. This is especially of concern if there are fewer opportunities to learn, train, and build confidence in under-served, socioeconomically deprived areas. To examine how representative of wider socioeconomic deprivation the postgraduate GP training practices are in Northern Ireland (NI). The deprivation indices and scores of GP postgraduate training practices were compared against general practice in NI. Representation of practices whose patients live in blanket deprivation, higher deprivation, and higher affluence was compared. Of 319 practices in NI, 171 (54%) were registered as postgraduate training practices and had a mean deprivation score of 3.02 (95% CI [confidence interval] = 2.91 to 3.12) compared with non-training practices' higher mean deprivation score of 3.2 (95% CI = 3.01 to 3.33), P-value <0.05. The proportion of training practices with blanket deprivation and higher levels of deprivation are marginally underrepresented and training practices had higher affluence scores. Postgraduate training practices had a statistically significant lower deprivation score and did not fully reflect the socioeconomic make-up of wider NI general practice. The results, however, are more favourable than the representation in other areas of the UK and better than undergraduate teaching opportunities in general practice. As GP recruitment is increased, representation of general practice in areas of high need and high socioeconomic deprivation is essential, otherwise it risks widening health inequalities.

Estimating quality of life: A spatial microsimulation model of well-being in Aotearoa New Zealand

Quality of life is a complex concept characterised by several dualities, it has many definitions depending on the field of research and an abundance of diverse objective and subjective measures. The latter often represents the extent of perceived (dis)satisfaction with various domains of life experienced by individuals or groups, and research is increasingly focusing on subjective measures of well-being to better understand personal drivers related to quality of life. A better understanding of these factors at a local level has potential to shed light on an often-overlooked aspect of the mental health landscape in Aotearoa New Zealand. Individual-level data on adults (15+ years) is sourced from the New Zealand Attitudes and Values Study 2018 (N = 47,949) and aggregate-level data from the Census 2018 (N = 3,775,854). Matching constraint variables include sex, age, ethnicity, highest qualification, and labour force status. Outcome variables include personal and national well-being scores from 0 to 10 (extremely dissatisfied–extremely satisfied). Spatial microsimulation is used to create a synthetic population based on the above data. Results show lower mean national well-being scores than personal well-being scores, with spatial variations that broadly reflect patterns of socioeconomic deprivation. Low mean values for both personal and national well-being scores are seen in rural areas of high socioeconomic deprivation, particularly those with large Māori populations. High mean values are associated with areas of low deprivation. Additionally, high national well-being scores are associated with areas of agricultural activity, particularly in the South Island. Consideration should be given to factors that influence responses in such topics however, including demographic profiles as well as economic and social conditions of individuals and their surrounding communities. This study demonstrates that spatial microsimulation can be used as a powerful tool to understand population well-being. It can help support future planning and resource allocation, aiding in achieving health equity.