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Gender Equality Index


The Gender Equality Index (GEI) is a composite indicator developed by the European Institute for Gender Equality (EIGE) to assess in the and its member states by measuring disparities between women and men across six domains: work, , , time, , and . It aggregates data from 31 indicators organized into 14 subdomains, scoring each from 1 (complete inequality) to 100 (full equality) using a to emphasize balanced progress, with the EU average reaching 71 points in 2024, up 0.8 points from 2023 but indicating persistent gaps, especially in (61.4 points) and time. Launched in 2010, the index aims to monitor policy impacts and highlight areas needing intervention, such as decision-making representation and unpaid , though EU-wide improvements have averaged less than 1 point annually.
While the GEI has informed gender mainstreaming strategies and revealed trends like widening intra- divergences, its —incorporating sex ratios adjusted by achievement levels and selective corrections—has drawn criticism for conflating gender gaps with absolute outcomes, distorting measurements via ratio usage over differences, and exhibiting poor statistical validity in , potentially biasing results toward high-GDP models and measuring "gender-related achievement" rather than genuine . Scholars argue these flaws, including inconsistent application of corrections across indicators and lack of in , undermine its claim to capture multi-dimensional , favoring prescriptive sameness in outcomes irrespective of causal factors like preferences or structural realities. Despite such debates, the index remains a key tool in European policy discourse, underscoring slow toward amid domain-specific stagnation.

Origins and Development

Establishment of the European Institute for Gender Equality

The European Institute for Gender Equality (EIGE) was established through Regulation (EC) No 1922/2006, adopted by the European Parliament and the Council on 20 December 2006. This legislation created EIGE as an independent Community body with legal personality to actively promote equality between women and men, facilitate gender mainstreaming across EU policies, and combat discrimination based on sex. The regulation outlined EIGE's core objectives, including raising public awareness of gender equality issues and supporting EU institutions and member states in integrating gender perspectives into their activities. EIGE's foundational tasks, as defined in the regulation, encompass collecting, analyzing, and disseminating comparative data on gender equality; developing methodological tools for gender mainstreaming; and establishing a European network to exchange best practices among gender equality actors. Governance structures include a management board comprising representatives from member states and the European Commission, with a director appointed for a renewable five-year term to oversee operations. The regulation stipulated that EIGE should become operational by 19 January 2008, though in practice, full independence and functionality were delayed due to the need to select a headquarters location and complete setup processes. The institute's seat was designated in , , following EU negotiations on agency locations, and EIGE officially opened to the public on 20–21 June 2010, marking the start of its operational activities. This timeline reflects typical challenges in establishing EU agencies, including political agreements on hosting countries and . From inception, EIGE has functioned as a knowledge center, providing technical support and data-driven insights to advance objectives without direct enforcement powers.

Initial Creation and Evolution of the Index

The Gender Equality Index was proposed by the European Commission as part of its Roadmap for Equality between Women and Men (2006–2010) and the subsequent Strategy for Equality between Women and Men (2010–2015) Action Plan, with the aim of creating a composite tool to monitor gender gaps across EU member states. Following the establishment of the European Institute for Gender Equality (EIGE) in 2010, the Index was designated a priority in EIGE's inaugural Mid-term Work Programme (2010–2012), initiating a multi-year development effort to produce a multidimensional assessment aligned with EU gender equality policies. Development involved collaboration among EIGE's internal , management board, experts' forum, and external specialists, building on prior feasibility studies by Plantenga et al. in 2003, 2009, and 2011 that outlined structural frameworks for measuring gender disparities. The process adhered to /JRC guidelines for composite indicators, encompassing over 3,000 computational simulations, multivariate analysis, and robustness testing across 10 methodological steps, including variable selection and aggregation via arithmetic and geometric means weighted by expert input (e.g., ). Data for the initial version drew primarily from and Eurofound sources, focusing on 2010 figures for the EU-27, with 27 indicators disaggregated by to quantify gaps on a 1–100 scale (1 indicating complete , 100 full ). The Index's inaugural report was released in March 2013, yielding an EU-wide score of 54.0 and revealing persistent gaps, particularly in (score 30.5) and time (care activities, score 63.7), while highlighting relative strengths in and . Its framework comprised six core domains—work, money, knowledge, time, , and —plus two satellite domains (intersecting inequalities and ) hampered by data limitations, emphasizing gender gaps rather than absolute levels to reflect policy priorities like reversing educational reversals or unpaid labor disparities. Subsequent iterations evolved to address data gaps and policy needs: biennial updates in 2015 and 2017 incorporated refined indicators and trend tracking, with methodological adjustments post-2017 enhancing aggregation and domain coverage. From 2019 onward, publication shifted to annual cycles, integrating a core Index with expanded satellite measures, including fuller integration of data from surveys like the EU Agency for Fundamental Rights' 2014 report, enabling scores for that domain (e.g., EU average 11.6 in 2020). Recent developments include 2023–2024 emphases on intersecting factors like and green transitions, alongside announcements of a revamped methodology for the 2025 edition to improve data harmonization and indicator relevance amid evolving EU priorities.

Conceptual Framework

Definition and Measurement of

The Index conceptualizes as the achievement of parity between women and men in access to resources, participation in decision-making, and outcomes across economic, social, and cultural spheres. Developed by the European Institute for Gender Equality (EIGE), it operationalizes this through a that quantifies disparities rather than absolute achievements, positing that full equality corresponds to the elimination of gender gaps. This approach assumes that observed differences in outcomes reflect inequalities unless proven otherwise, drawing on EU policy objectives outlined in Article 8 of the Treaty on the Functioning of the , which mandates mainstreaming . Measurement of in the relies on a composite score derived from calculations across indicators. For each indicator, the score is computed as 1 minus the relative , where the gap is the between and values divided by the maximum possible disparity (often 100% or domain-specific benchmarks), yielding values from 0 (maximum ) to 100 (no ). scores aggregate sub-indicators using geometric means to emphasize balanced progress, with equal weighting across core domains unless adjusted for policy priorities. The overall score, thus, reflects the average distance from full , with the average reaching 68.6 in 2023, indicating that remains incomplete. Critics contend that this measurement framework conflates equality of outcome with equality of opportunity, potentially overstating inequalities by treating voluntary gender differences—such as in choices or unpaid —as deficits rather than preferences. A 2023 peer-reviewed highlights methodological flaws, including the to distinguish between discriminatory barriers and self-selection, and the geometric aggregation's to outliers, which may bias scores against countries with diverse adoptions. Such critiques underscore institutional tendencies in bodies like EIGE to prioritize outcome , which aligns with policy agendas but risks misrepresenting causal factors like biological predispositions or cultural norms supported by empirical studies on differences in interests. Despite these limitations, the Index's empirical grounding in harmonized data provides a consistent, if imperfect, tool for tracking disparities.

Underlying Assumptions and First-Principles Considerations

The Gender Equality Index (GEI), developed by the European Institute for Gender Equality (EIGE), presupposes that is quantifiable primarily through the magnitude of disparities—or "gaps"—in outcomes between men and women across specified domains, such as employment participation rates, , , unpaid care work distribution, , and access. This approach assumes that deviations from parity in these metrics inherently signal , with a score of 1 representing complete (zero gaps) and lower scores reflecting persistent differences, aggregated via a to emphasize balanced progress across domains rather than arithmetic averaging. The methodology further embeds the assumption that domains are non-substitutable, meaning deficits in one area (e.g., power) cannot be fully offset by strengths in another (e.g., ), as the geometric aggregation imposes a penalty for imbalances. Critically, this framework treats observed gender differences as evidence of systemic barriers, without distinguishing between those arising from or institutional constraints and those potentially rooted in preferences, biological variances, or voluntary trade-offs. For instance, the scores lower representation in high-level positions as , presuming it reflects exclusion rather than, say, differing average interests in competitive or hierarchical roles, where empirical studies across diverse societies indicate women disproportionately select fields emphasizing people over things or flexibility over long hours. Such an outcome-oriented conflates equality of with enforced sameness in results, overlooking causal factors like sex-based differences in risk tolerance, spatial abilities, or life priorities, which meta-analyses of vocational interests show are consistent globally and uncorrelated with societal levels. From causal realist perspectives, true at foundational levels requires equal legal protections against and equal starting opportunities, but not the erasure of probabilistic differences in endpoints, as human agency and inherent traits—shaped by evolutionary pressures—naturally yield divergent distributions without implying injustice. The GEI's gap-closing imperative risks pathologizing adaptive choices, such as women's higher propensity for part-time work to accommodate caregiving, which correlates with and metrics rather than dissatisfaction from constraint. Moreover, by not weighting domains by empirical impact on overall or adjusting for absolute achievement levels (e.g., penalizing gaps in low-performing economies similarly to high ones), the index assumes a universal benchmark of divorced from contextual or cultural norms, potentially incentivizing policies that prioritize statistical over substantive freedoms. This methodological stance, while presented as neutral, aligns with institutional priorities in bodies that emphasize outcome convergence, yet invites scrutiny given evidence that forced interventions in preferences can reduce efficiency and happiness without addressing root causes.

Methodology

Data Sources and Indicator Selection

The Gender Equality Index utilizes 31 indicators distributed across six core domains—work, money, knowledge, time, power, and health—plus a satellite domain on violence, selected to quantify gender disparities in access, participation, and outcomes. Indicators are chosen for their relevance to EU gender equality objectives, including the European Pillar of Social Rights and the 2020–2025 Gender Equality Strategy, prioritizing metrics that are quantifiable, comparable across Member States, and supported by reliable data. The selection process incorporates expert consultations to ensure coverage of structural inequalities while addressing data gaps, with adjustments for policy alignment rather than exhaustive theoretical coverage; for instance, indicators focus on observable gaps but may overlook causal factors like biological differences or individual choices. Each indicator measures the gender gap on a 0–1 scale, where 1 denotes equality, scaled against EU-wide best performers to account for achievement levels. Primary data sources consist of harmonized EU-wide surveys and administrative records to facilitate cross-national consistency, though coverage and frequency vary by domain. The work domain draws from the EU Labour Force Survey (EU-LFS) for employment rates, sectoral segregation, and participation metrics, covering ages 15–64 annually. The money domain relies on EU Statistics on Income and Living Conditions (EU-SILC) for , risk, and equivalised data, and the Structure of Earnings Survey (SES) for disparities. Knowledge indicators use EU-LFS and education statistics for attainment and segregation in fields of study. Time domain data stem from EIGE's Caring in Europe (CARE) Survey for activities and social participation, addressing infrequent national time-use surveys. Power metrics are aggregated from EIGE's database using administrative sources for representation in parliaments, boards, and institutions, often averaged over three years for stability. Health indicators derive from the European Health Interview Survey (EHIS) for self-reported health, , and access to . The violence satellite incorporates prevalence data from the (FRA) survey and EIGE's administrative collections, with noted limitations in recency for some physical and sexual violence estimates dating to 2014.

Scoring Mechanism and Aggregation Process

The scoring mechanism of the Gender Equality Index calculates gender gaps for each of its indicators, which measure differences in outcomes between women and men across domains such as employment rates, earnings, and educational attainment. For a given indicator, the raw gender gap is determined using the formula |X_w - X_m| / (X_w + X_m), where X_w and X_m represent the values for women and men, respectively; this relative gap is then adjusted by a correcting coefficient derived from the maximum achievement level across EU member states to penalize low overall performance even if gaps are narrow. The adjusted metric is subtracted from 1 and rescaled linearly to a 1-100 range, with 100 indicating no gap (full equality) and 1 representing maximum inequality. Indicators, typically numbering 27 to 31 depending on the edition, are grouped into subdomains within the six core domains (Work, , , Time, , and ). Subdomain scores are aggregated via the of their constituent indicators to reduce compensability, meaning strong performance in one indicator cannot fully offset weakness in another. Domain scores are computed similarly as the of their subdomains, ensuring that internal domain imbalances are reflected without full offset. The overall index score is obtained as the unweighted arithmetic mean of the six core domain scores, treating each domain equally regardless of the number of indicators or subdomains it contains. This aggregation method, selected after testing over 3,000 alternative scenarios including and means via multi-modeling approaches aligned with and guidelines, prioritizes robustness and limits full compensability across domains while allowing partial offsets. Satellite domains like are excluded from the core index aggregation due to data limitations and specificity. Critics have noted that the geometric mean's partial compensability may still permit high scores in certain domains to inflate the overall index despite deficiencies elsewhere, potentially misrepresenting holistic .

Core Domains

Work

The Work domain evaluates gender disparities in labor market engagement, encompassing participation rates, occupational and sectoral , and . It is structured around three subdomains—participation, , and of work—utilizing five indicators derived primarily from Labour Force Survey data for individuals aged 15 and over. Scores range from 0 to 100, with 100 indicating full ; subdomain scores are equally weighted and averaged to yield the domain score, employing a methodology where is scored as 100 minus the between male and female values (adjusted to terms), or 100 minus the for relevant measures. The participation subdomain, weighted at one-third of the domain, combines full-time equivalent (FTE) employment rates and labor market duration. FTE employment rate calculates the ratio of actual hours worked by to full-time hours, revealing gaps where women often work fewer equivalent hours due to part-time arrangements; for the EU in 2021 data (underlying the 2024 index), this contributed to a subdomain score reflecting persistent differences. Duration of working life measures the average age of labor market exit, with women exiting earlier on average across EU states, influenced by factors such as pension eligibility and health; this indicator penalizes earlier female exits without distinguishing voluntary retirement from structural barriers. Segregation subdomain assesses horizontal gender divides in and sectors via dissimilarity indices, which quantify the proportion of workers who would need to change jobs for equal distribution (ranging 0-100, with scores transformed as 100 minus index value). tracks distribution across categories, while sectoral segregation examines NACE divisions; EU-wide, women remain concentrated in lower-paid fields like and (over 75% female in some categories as of ), yielding subdomain scores around 60-70, indicating stalled progress since as preferences and educational choices sustain patterns rather than pure . This subdomain, also weighted one-third, highlights causal factors like self-selection into care-oriented roles, though the index treats deviations from parity as without weighting economic outcomes. Quality of work subdomain focuses on precarious employment, using part-time work prevalence (as percentage of total employment) and involuntary part-time rate (as share of part-time jobs). Women comprise about 30% of part-time workers versus 8% for men in 2021, with involuntary rates higher for women at around 20-25% in some states; scores approach equality when gaps narrow, but subdomain progress has been minimal (+0.2 points since 2018), as women's higher part-time uptake often aligns with caregiving demands rather than . This subdomain assumes atypical work signals disadvantage, yet empirical data show many women prefer flexibility for family responsibilities, a distinction the overlooks in favor of gap quantification. The EU's Work domain score stood at 74.2 in the 2024 index (using mostly 2021-2022 data), up 0.4 points from 2021 but lagging other domains, with at 85.0 and at 65.5; and quality subdomains show near-zero gains over a decade, while participation improved modestly (+1.0 point). Critiques note the index's aggregation masks causal realities, such as biological and preference-driven differences in career choices—women's overrepresentation in people-oriented fields correlates with higher but lower pay—potentially overstating by equating statistical gaps with systemic failure absent evidence of barriers.

Money

The Money domain assesses gender disparities in financial resources and overall economic circumstances, emphasizing their role in enabling and equitable partnerships. It captures differences in earnings, , poverty risks, and , drawing on data primarily from Eurostat's EU Statistics on Income and Living Conditions (EU-SILC) survey and Structure of Earnings Survey for the year 2022. This domain comprises two equally weighted sub-domains—Financial Resources (50%) and Economic Situation (50%)—each evaluated through two indicators with equal sub-domain weighting of 50%. The indicators are:
Sub-domainIndicatorDescription
Financial ResourcesMean monthly earnings from work (PPS)Average earnings adjusted for purchasing power standards (PPS), focused on the working population.
Financial ResourcesMean equivalised net income (PPS)Household net income per person (adjusted for size and composition), including pensions, investments, and benefits, for those aged 16 and over.
Economic SituationNot-at-risk-of-poverty rate (AROP)Proportion of population aged 16 and over not at risk, defined as income at or above 60% of national median equivalised disposable income.
Economic SituationS80/S20 income quintile share ratioRatio of total equivalised disposable income received by the top 20% to the bottom 20% of earners aged 16 and over.
Scores are derived by calculating gender gaps (absolute differences or women's share relative to the women-men average), normalizing these to a 0–1 scale (1 indicating ), and rescaling to 0–100 using historical maxima as benchmarks for full . Aggregations apply equal weights within sub-domains and use three-year averages for indicator , with the Money domain contributing approximately 15.4% to the overall Gender Equality Index. In the 2024 Index, the aggregated score for reached 83.4 out of 100, the second-highest among core domains, reflecting a 0.8-point gain since and a 4.3-point increase since 2010. stems from reduced gaps in poverty risks and following recovery measures, though earnings disparities have widened among couples with children, those aged 50–64, and highly educated individuals. At-risk-of-poverty rates show women consistently higher than men across EU states, with economic violence noted as an exacerbating factor in limiting women's financial autonomy. Country variations persist, with Nordic states like scoring above 90 while southern and eastern members lag, underscoring uneven policy impacts on .

Knowledge

The Knowledge domain in the Gender Equality Index assesses disparities between in educational outcomes and access to learning opportunities across the . It focuses on three primary indicators: tertiary educational attainment among young adults, participation in among working-age adults, and gender segregation within fields of . These metrics aim to capture both access to and distribution within educational systems, with scores calculated on a scale from 1 (complete ) to 100 (full ). The first indicator measures the percentage of individuals aged 30–34 who have attained at least upper secondary or , highlighting gaps in foundational and advanced qualifications. In the EU, women consistently outperform men in this area, with 53.4% of women aged 30–34 holding degrees compared to 41.6% of men in 2022 data, resulting in high subdomain scores often exceeding 90 due to the narrow gap and female advantage. The second indicator tracks participation in and among those aged 25–64 over the previous four weeks, reflecting engagement; EU-wide, rates are similar between genders at around 11–12%, yielding subdomain scores near 100, though some countries like show larger disparities favoring men. The third indicator, segregation in tertiary education, uses the Duncan index to quantify deviation from parity in enrollment across fields such as , , education, and , where women are overrepresented in care-oriented disciplines (e.g., 80% of and welfare students) and underrepresented in (around 25%). This results in lower subdomain scores, typically 40–50 EU-wide, as the index treats occupational preferences as inequality rather than voluntary choices influenced by interests or labor market signals. The overall domain score is the of these three subdomains, weighted equally, producing an EU average of 64.2 in the 2023 report, up from 61.5 in 2010, driven by attainment gains but stalled by persistent . Country variations reveal leading with 75.8 due to balanced participation and lower , while trails at 55.1 from wider attainment gaps and field imbalances. Progress since 2010 averages 2.7 points EU-wide, attributed to policy expansions in , though critics argue the metric conflates equality of opportunity with enforced outcome parity, ignoring evidence from vocational showing innate differences in field preferences that explain 10–20% of variance in career choices independent of .

Time

The Time domain of the Gender Equality Index evaluates disparities in the distribution of time between across unpaid care and domestic responsibilities and participation in social activities. It encompasses two sub-domains: care activities, which include daily engagement in childcare, adult care, and routine housework such as cooking and cleaning; and social activities, covering leisure pursuits like sports and cultural events, as well as voluntary or charitable work. Indicators focus on participation rates rather than absolute hours, measuring the percentage of individuals aged 18–74 performing care or housework daily and the share of those aged 15–74 or workers aged 16–74 engaging in social activities weekly or monthly. Data primarily derive from the European Institute for Gender Equality's (EIGE) 2022 Care Activities in the EU (CARE) Survey, supplemented by the European Quality of Life Survey (EQLS) and European Working Conditions Survey (EWCS). Scores in the are computed on a 0–100 scale, where 100 indicates no , using formulas that adjust for the in participation rates or the share relative to the , benchmarked against maximum observed levels (e.g., 57.2 points for participation and 35.5 for voluntary activities from 2005–2015 data). The EU's overall score stood at 68.5 points in the 2024 Index (based on 2022 data), unchanged from 2023 but reflecting a 3.3-point gain since 2010. Sub-domain scores were 78.7 for care activities (up 13.3 points since 2010) and 59.7 for social activities (down 5.3 points since 2010), highlighting uneven progress where reductions in care gaps have not fully translated to equivalent access. Empirical data reveal persistent gaps favoring men in time availability. In care activities, 33.5% of women performed daily unpaid or housework compared to 24.6% of men, yielding an 8.9 disparity. For social activities, 28.6% of women participated weekly in compared to 34.4% of men (a 5.8-point gap), with working women at 29% versus 34% for working men. Broader Harmonised Time Use Surveys (HETUS) indicate women allocate substantially more total time to unpaid and —approximately 3–4 hours daily on average versus lower for men—often 3.2 times more overall, constraining their due to cumulative demands. Trends show incremental closure of care gaps since , driven by shifts like expanded paternity leave in some member states, yet activities remain stagnant or regressing for women, attributed to enduring , time from unpaid loads, and barriers like gender-based in recreational settings. Country variations are stark: scores highest at around 80 points, reflecting narrower gaps, while southern European nations like have advanced rapidly (31.5 points since ) from low bases. Methodological reliance on participation metrics, rather than total hours, may understate intensity differences, as HETUS data confirm women shoulder disproportionate durations—e.g., over 2 hours more daily on in many states—potentially linked to biological caregiving roles and household specialization rather than imposed .

Power

The power domain evaluates gender disparities in high-level decision-making roles, emphasizing numerical representation of women relative to men in positions of influence across political, economic, and social spheres. Developed by the European Institute for Gender Equality (EIGE), an EU agency tasked with promoting , this domain posits that equal shares in such roles indicate progress toward , though this approach has been critiqued for conflating outcomes with opportunities by overlooking individual preferences and biological variances in ambition or risk tolerance documented in . The comprises three subdomains with specific indicators drawn primarily from official statistics and national data. Political tracks the percentage of women in single/ parliaments and the percentage of women ministers (excluding deputies and junior ministers). Economic includes the percentage of women CEOs in the largest listed companies (typically the top 20-50 by per country), the percentage of women board members in those companies' supervisory or administrative boards, and the percentage of women board members in central banks. Social measures the percentage of women on boards of major research funding organizations. These indicators capture snapshots from the most recent available years, often 2022 or 2023 data for the 2024 index. Each indicator is scored using the formula $1 - \left| \frac{F - M}{F + M} \right|, where F and M represent and proportions, respectively, yielding values from 0 (complete ) to 1 (), then multiplied by 100 for the index scale. scores average their indicators equally, and the overall score averages the three subdomains, with no corrective adjustments applied unlike in some other domains. This aggregation assumes equal weight to each , despite economic roles often wielding greater resource control than social ones. In the 2024 EIGE report, the aggregated power score stands at 61.4 points, the lowest among core domains, reflecting persistent gaps such as only 33% women in parliaments, 6% women CEOs in large firms, and around 20-30% women on economic boards despite quota interventions in some member states. Scores have risen 11.6 points since the index's baseline (from 49.8), driven by political gains, but economic power lags at approximately 50 points EU-wide, attributable to factors like women's lower pursuit of fields and longer tenures in high-stakes roles favoring male-typical traits per labor studies. Country variations are stark, with at 78.5 points versus at 45.2, correlating loosely with cultural norms on roles rather than purely legal barriers.

Health

The Health domain of the Gender Equality Index evaluates disparities between in outcomes and behaviors, structured around three subdomains: status, behaviour, and access to services. status examines gaps in at birth, self-perceived general , and healthy life years (disability-free expectancy), with indicators derived primarily from data. For instance, in the , women's averaged 83.4 years compared to 78.0 years for men as of 2021 data underlying recent indices, reflecting a persistent gap of about 5.4 years favoring women, attributed in part to biological factors such as lower rates in pre-menopausal women and men's higher exposure to occupational risks and behaviors like . Self-perceived shows smaller differences, with roughly equal proportions of rating their as good or very good (around 70-75% in aggregates), while healthy life years gaps have narrowed slightly from 1.5 years in 2010 to about 0.9 years by 2021, driven by improvements in men's . Health behaviour assesses differences in modifiable risk factors, primarily the proportion of daily smokers aged 15 and over, with supplementary data on screening and where available; men's smoking prevalence has historically exceeded women's by 5-10 percentage points in most states (e.g., 24% for men vs. 18% for women in 2021 averages), contributing to higher male mortality from tobacco-related diseases, though female rates have stagnated in some regions amid rising vaping trends. This subdomain highlights behavioral gaps but overlooks causal factors like men's greater participation in hazardous occupations or cultural norms discouraging women's smoking historically, which the index aggregates without disaggregating biological versus societal influences. Access to health services measures unmet medical or needs due to , distance, or waiting times, alongside women's participation in breast and screening; EU-wide, unmet needs affect about 2-3% of the population similarly across sexes, but women report slightly higher rates (3.5% vs. 2.5% for men in 2022), potentially linked to caregiving burdens reducing time for preventive care, while screening uptake for women averages 60-70% for but varies by country (e.g., 85% in vs. 40% in ). The EU's domain score stood at 88.6 out of 100 in assessments up to 2023, the highest among core domains, indicating relatively small gender gaps compared to areas like (score ~55), though progress has been minimal since 2010 (only 0.5-point gain), with stagnation in health behaviour data post-2014 due to survey limitations. Critics note that framing biological advantages for women as "inequality" may conflate natural differences with failures, as men's shorter expectancy correlates more with preventable external causes (e.g., 70% of excess male deaths from injuries and substances) than access barriers.
SubdomainKey IndicatorsEU Gender Gap Example (Recent Data)Score Contribution
Health StatusLife expectancy, self-perceived health, healthy life yearsWomen: +5.4 years expectancy; similar self-perceived healthHigh (near 90/100) due to consistent measurement but persistent biological/behavioral gaps
Health BehaviourDaily smoking rates, preventive checksMen: 24% smokers vs. women 18%; men lower screening uptakeModerate, reflecting larger behavioral disparities
Access to ServicesUnmet needs, cancer screening participationWomen: 3.5% unmet vs. men 2.5%; 60-70% screening for womenHigh, small overall gaps but women's higher unmet needs from time constraints

Satellite Domains

Violence

The Violence domain assesses the prevalence and severity of physical and experienced by women, primarily drawing from self-reported survey rather than comparative gender gaps, which positions it as a satellite domain excluded from the core Gender Equality Index score. This approach reflects limitations and conceptual focus on absolute levels of harm to women, as comparable bidirectional metrics for men are not incorporated. Indicators center on women aged 15 and older who report physical and/or since age 15, distinguishing (e.g., from current or former spouses/partners) and non-partner (e.g., by strangers or acquaintances). primarily stem from the 2014 Agency for (FRA) survey across EU member states, supplemented by national victimizations surveys where available, with prevalence rates typically ranging from 20-35% for lifetime exposure to partner EU-wide. Severity sub-indicators quantify impacts such as injuries necessitating medical treatment, ongoing fear of the perpetrator, or symptoms of following assaults. For instance, the FRA survey found that around 13% of women experiencing partner reported severe injuries, while underreporting to authorities affects 67-90% of cases, depending on the type and country. The domain's composite score aggregates these via geometric means, transforming raw (e.g., 30% yields a low score near 0-20) and severity metrics to a 0-100 scale where 100 denotes zero —yielding an EU aggregate of 31.9 points in the 2024 report, with at 18.2 and severity at 44.0, signaling persistent high levels little changed since 2012 benchmarks. Country variations show and scoring above 50 due to higher survey disclosure rates, while and lag below 20, often tied to cultural underreporting rather than incidence alone. Methodological critiques highlight that the domain's unidirectional focus on female victims deviates from equality measurement principles, as it omits male victimization rates—empirical studies indicate men comprise 20-40% of reporters in bidirectional surveys using conflict tactics scales, though women face higher risks and severe odds due to average physical disparities. Self-report biases, including telescoping (misrecalled timing) and social desirability, further challenge comparability, with FRA data showing 14% non-response rates potentially skewing toward underestimation. Administrative data gaps, such as police records capturing only 10-20% of incidents, compound reliability issues, prompting calls for gender-neutral metrics to align with causal patterns where male-perpetrated predominates in but mutual occurs in milder forms.

Intersecting Inequalities

The intersecting inequalities domain of the Gender Equality Index examines how gender disparities interact with other social characteristics to produce varied outcomes across the core domains of work, , , time, , and . This analysis disaggregates data to reveal compounded effects, such as lower labor market participation among women facing multiple disadvantages, drawing on from EU-wide surveys. Introduced in the index's from 2017 onward, it prioritizes measurable intersections supported by available data, including , age, , country of birth (as a proxy for background), and family type. Key indicators focus on outcomes like employment rates, earnings, educational attainment, and time use, segmented by gender and intersecting factors using data from sources such as the EU Statistics on Income and Living Conditions (EU-SILC). For instance, women with disabilities exhibit employment rates of approximately 49% (ages 20-64), compared to 53.9% for men with disabilities, widening the overall gender employment gap when disability intersects with gender due to barriers like inaccessible workplaces and caregiving demands disproportionately affecting women. Migrant women, identified by non-EU country of birth, face heightened inequalities in money and work domains, with poverty risks 2-3 times higher than native-born women in several member states, linked to lower wages and precarious employment. Age intersects with gender to exacerbate time and health disparities; older women (aged 65+) spend over 20% more time on unpaid than older men, contributing to pension gaps of up to 30% in some countries, as lifetime earnings are reduced by interrupted careers. Low compounds gender gaps in knowledge and work, with women holding low qualifications showing employment rates as low as 24% in certain contexts like . Family type analysis reveals single mothers with children under 18 experiencing 15-20 percentage point lower employment rates than coupled parents, reflecting childcare burdens and limited support systems. These patterns hold across aggregates but vary by country, with states showing narrower gaps due to policy interventions like subsidized care. Data limitations constrain comprehensive coverage; ethnicity and sexual orientation intersections are underrepresented due to inconsistent EU-level collection, relying instead on proxies or national data, which may understate certain vulnerabilities. While the approach uses regression-adjusted indicators to isolate effects, causal inferences remain tentative without longitudinal tracking, and selection of intersections prioritizes availability over theoretical completeness, potentially overlooking rural-urban divides or socioeconomic class nuances evident in finer-grained studies. Empirical disaggregation thus highlights targeted disadvantages but underscores the need for improved harmonized to verify intersectional claims beyond aggregate gender binaries.

Historical Progress and EU Aggregate Scores

The Gender Equality Index was first published by the European Institute for Gender Equality (EIGE) in , establishing a baseline EU aggregate score of 63.1 points out of 100, reflecting disparities across domains such as work, , , time, , and . By the 2024 edition, which incorporates data primarily from 2022, the EU score reached 71.0 points, marking a total improvement of 7.9 points over the 14-year period—an average annual gain of approximately 0.56 points. This progress indicates gradual narrowing of gender gaps, driven by advancements in areas like economic participation and decision-making, though the overall pace remains modest and uneven. Recent iterations show incremental advancements amid methodological refinements for comparability since 2010. The 2023 score stood at 70.2 points, followed by a 0.8-point increase to 71.0 in 2024, with gains concentrated in power (up 2.3 points since 2021) and money (up 0.8 points). Earlier reports, such as the edition, recorded a 5.5-point rise from the 2010 baseline, underscoring a trajectory of slow but consistent upward movement until external pressures like economic and geopolitical crises began to temper momentum. Convergence analysis reveals that while EU-wide disparities have diminished, with member states' scores drawing closer to the average, the absolute distance to full (100 points) persists, highlighting structural barriers not fully addressed by policy interventions.
Year (Report Edition)EU Aggregate ScoreChange from 2010
201063.1Baseline
202268.6+5.5 points
202370.2+7.1 points
202471.0+7.9 points
EIGE's 2024 assessment describes this trajectory as occurring on a "fragile path," vulnerable to intersecting crises that disproportionately impact domains like time and power, where progress has stagnated or reversed in some member states. Despite the aggregate gains, the index underscores that remains incomplete, with no domain exceeding 90 points EU-wide, and calls for sustained empirical monitoring to validate causal links between reforms and outcomes.

Country-Level Rankings and Variations

In the 2024 Gender Equality Index, attained the highest overall score of 82 out of 100, reflecting strong performance across multiple domains including work and , while scored the lowest at 57.5, primarily due to deficits in and . secured second place, followed by the at 78.8, positioning these and northwestern countries as consistent leaders in metrics such as labor participation and political . The average of 71.0 underscores a collective shortfall from full , with scores derived from data predominantly collected in 2022 across six core domains: work, , , time, , and . Country rankings exhibit pronounced regional patterns, with northern member states outperforming southern and eastern counterparts; for example, Italy's overall score lags notably in economic domains, scoring 65.5 in work compared to Sweden's leading 85.0. Such variations highlight domain-specific imbalances: excels in social power at 86.6 points, driven by higher representation in and culture, whereas scores a mere 16.9 in the same sub-domain, indicating underrepresentation in cultural roles. stands out as the sole country experiencing a decline in workplace , attributed to widening participation gaps amid economic pressures post-2022.
RankCountryScore (out of 100)
182.0
2~79-80 (implied)
378.8
...EU Average71.0
Lowest57.5
Despite persistent disparities spanning over 24 points between top and bottom performers, upward convergence is evident, as lower-scoring countries have improved faster than the average since , reducing inter-country gaps by aligning policies toward shared benchmarks like and anti-discrimination laws. Nations such as , , and demonstrate accelerated progress exceeding the Union mean, often through targeted reforms in and economic inclusion, though cultural factors like traditional family roles continue to impede uniformity in time-use equality across borders. These dynamics reveal that while aggregate trends show modest advancement, country-level variations persist due to divergent institutional capacities and socioeconomic contexts.

Insights from the 2024 Report

The 2024 Gender Equality Index report documents an aggregate score of 71.0 out of 100, a 0.8-point rise from , signaling incremental but insufficient advancement to close persistent gaps. This score aggregates performance across six core domains—work, , , time, power, and —supplemented by satellite domains on and intersecting inequalities, using data up to 2022. Long-term analysis reveals a 7.9-point gain since the 2010 baseline, yet the report stresses that full equality remains distant, with annual progress averaging less than 1 point in recent editions. Domain-specific findings underscore uneven trajectories: leads with 88.6 points, driven by strong access to services, while and lag significantly, the latter scoring 31.9 points for available EU-12 data, highlighting deficiencies in (18.2 points) and severity (44.0 points) measures. Notable gains include advancements in work-life balance, equal pay mechanisms, and gender-balanced on corporate boards since , alongside expanded bodies and anti- initiatives. Convergence analysis indicates narrowing disparities among member states, though southern and eastern countries trail northern peers in domains like time (care responsibilities) and ( and ). The report frames these trends as precarious, attributing fragility to compounded shocks—COVID-19's disproportionate burden on women in and , inflation eroding financial parity, geopolitical conflicts exacerbating migration-related vulnerabilities, and emerging pressures from digitalization, climate adaptation, and aging populations. It prioritizes as a thematic lens, correlating and non-partner with broader inequalities, and advocates intersectional scrutiny of how , origin, , and amplify gaps. Policymakers are urged to bolster on underreported and integrate gender considerations into crisis responses to avert regression.

Criticisms and Limitations

Methodological Flaws and Measurement Issues

The Gender Equality Index (GEI) employs a that adjusts scores based on absolute achievement levels within each domain, effectively conflating relative parity between sexes with overall societal progress. This mechanism penalizes countries with lower aggregate outcomes—often correlating with lower GDP—by reducing scores even when are minimal, as the contributes substantially to final tallies (34.4% in the GEI and 36% in the 2020 version). Critics argue this undermines the index's purported focus on equality, transforming it into a hybrid metric that rewards high-achievement contexts irrespective of gap closure, with revisions post-2015 failing to eliminate the . Aggregation via geometric means further distorts results by harshly penalizing imbalances across domains and subdomains, limiting compensability—where strong performance in one area cannot offset weaknesses in another—and amplifying the influence of the correcting . Intended equal of domains (e.g., work, , ) yields unequal effective weights due to this method and varying numbers of indicators per subdomain, with transparency lacking on how selections were theoretically justified beyond EU data availability. For instance, the time domain's emphasis on unpaid distribution assumes distributional symmetry as equality without accounting for differential preferences or biological factors influencing labor division. Satellite domains, such as introduced in 2013, introduce asymmetry by primarily measuring harms to women (e.g., prevalence) using surveys like the EU Agency for Fundamental Rights' 2014 data, while male victimization receives scant integration despite available evidence of bidirectional risks in some contexts. This selective framing aligns with policy priorities but deviates from neutral gap measurement, potentially inflating perceived inequalities without reciprocal assessment. Overall, these elements foster a biased toward outcome sameness over verifiable disparities, with calls for arithmetic aggregation and pure gap metrics to restore conceptual fidelity.

Conceptual Biases and Ideological Critiques

The Gender Equality Index (GEI) conceptualizes equality primarily through the lens of outcome , scoring countries lower when observable differences in sex-based outcomes persist, such as in labor participation rates or positions, irrespective of underlying causes like preferences or biological variances. This approach, as critiqued in a 2023 analysis, equates "" with statistical similarity between sexes, potentially mislabeling voluntary divergences—such as women's higher propensity for caregiving roles or field-specific interests—as systemic failures rather than expressions of under . For instance, the GEI's "time" domain penalizes disparities in unpaid , where women average 2-3 times more hours than men across states, framing this as inequality without accounting for evidence from showing persistent sex differences in empathy-driven occupations that transcend . Ideologically, the GEI embeds assumptions derived from frameworks, which prioritize dismantling perceived patriarchal structures as the root of all gaps, often aligning with social constructivist views that attribute differences to cultural rather than multifaceted causal factors including . Critics contend this reflects a toward outcome , as articulated in policy documents, where of results necessitates interventions to "address and cultural constructs," potentially overriding empirical realities like meta-analyses confirming innate differences in variance for traits such as risk-taking, which explain underrepresentation in high-stakes fields without invoking . Such framing, rooted in the 1995 Beijing Platform for Action influencing EIGE's mandate, has been challenged for conflating with prescriptive norms, thereby advancing a transformative agenda that critics, including methodologists reviewing the index, argue lacks first-principles justification for labeling non-parity as inherently unjust. Further ideological critiques highlight the GEI's selective domain emphasis, such as elevating "" metrics (e.g., female parliamentary seats at EU average 32.7% in 2023) as a core inequality signal, while downplaying domains where reversals favor women, like where females outperform males in tertiary completion by 10-15 points in most member states. This asymmetry, per the 2023 extended critique, stems from an underlying feminist paradigm that views male dominance in certain spheres as , yet treats female advantages elsewhere as unproblematic or even celebratory, revealing a directional toward elevating female outcomes specifically. Proponents of causal realism argue this ignores longitudinal data showing that post-legal equality interventions (e.g., quotas) yield marginal gains in but do not erase interest-driven segregations, as evidenced by stable sex ratios in despite decades of EU initiatives. In contexts of institutional left-leaning , such as EU agencies, this conceptual tilt may amplify policy prescriptions favoring redistribution over opportunity enhancement, as noted in broader evaluations of gender metrics that prioritize ideological coherence over falsifiable causal models.

Empirical Discrepancies and Alternative Interpretations

Despite high scores on the EIGE —such as Sweden's 74.7 out of 100 in the 2020 edition—empirical observations in top-ranking countries reveal larger differences in and participation than in less equal nations, a phenomenon termed the . For instance, cross-national data from assessments spanning 2000–2018 indicate that in high-equality countries like and , the proportion of women entering fields is lower, with gaps in self-concept ranging from 0.10 to 0.33 standard deviations wider, contrary to expectations that would homogenize choices. Similarly, vocational surveys show women in these nations disproportionately preferring people-oriented professions (e.g., healthcare) while men favor thing-oriented ones (e.g., ), amplifying despite interventions. This paradox extends to personality traits, where meta-analyses of inventories across EU samples demonstrate greater sex differences in high-equality contexts, such as larger female advantages in (standardized mean difference of 0.56) and . Alternative interpretations attribute these patterns not to residual but to the expression of innate preferences under reduced constraints: in prosperous, low-barrier environments, individuals pursue inherent interests more freely, leading to rather than —a resource supported by correlations with GDP (48% of associations significant) over socialization models (12%). Biological factors, including evolutionary adaptations for spatial abilities and preferences, further explain baseline sex differences that widen with opportunity. The EIGE Index's methodology contributes to interpretive discrepancies by conflating gender gaps with absolute achievement levels via a "correcting coefficient" applied to 21 of 31 indicators, which dilutes gap-focused measurement (e.g., only 11% of the income domain's score derives from equality in 2020). In domains like power and work, persistent low female representation in executive roles (e.g., under 10% female CEOs in Nordic boards as of 2022) is scored as inequality without accounting for voluntary choices or interest mismatches, potentially mistaking outcomes of equality for deficits. Critics argue this approach penalizes lower-GDP countries disproportionately through geometric aggregation and overlooks cultural variability in preferences, such as in unpaid care work, proposing instead separate indices for gaps and levels to better reflect causal realities. Such flaws risk interpreting preference-driven divergences as policy failures, undermining causal realism in assessing true equality.

Policy Impact and Broader Reception

Influence on European Union Policies

The , developed by the European Institute for Gender Equality (EIGE), functions as a primary monitoring instrument for the 's Strategy 2020-2025, with the explicitly citing its annual scores to assess advancements in domains such as work, money, and power. The strategy's implementation documents, including the Commission's on its launch in 2020, emphasize the index's role in tracking EU-wide progress, stating that EIGE's tool "will continue to measure progress" alongside other indicators. This integration enables the Commission to benchmark member states' performance against the strategy's goals, such as closing gender gaps in and , with the EU's aggregate score rising modestly from 68.7 in 2020 to 71.0 in 2024. EIGE's index reports directly inform policy evaluations in the Commission's annual gender equality assessments, where findings from the index underpin analyses of strategy outcomes; for instance, the 2025 Report on in the EU references the index's 2024 results to highlight persistent disparities in and economic independence, projecting that without intensified measures, full equality remains decades away. These reports link index data to specific EU initiatives, such as pay transparency directives and efforts to enhance women's participation in green transition sectors, as evidenced by the 2023 index edition's thematic focus on the European Green Deal's gender implications, which revealed uneven impacts on female-dominated industries like care and textiles. By quantifying gaps—such as the EU's 11.5-point in the power domain as of 2024—the index provides that supports legislative proposals, including the 2022 directive aiming for at least 40% female representation on corporate boards. The index's influence extends to shaping recommendations for member states and EU institutions, with EIGE using its domain-specific scores to advocate targeted interventions, such as expanding paternity leave to address unpaid care burdens (reflected in the time domain's stagnation at 62.1 points in 2024) and bolstering anti- measures amid the index's finding that 56% of EU women have experienced gender-based . This data-driven approach has informed broader EU funding allocations, including under the Recovery and Resilience Facility, where gender-responsive investments are conditioned on alignment with index-identified priorities like skills training for women in digital and fields. However, while the index enhances visibility into gaps, its impact remains primarily advisory, as member states retain over , leading to varied adoption rates—Sweden's high score of 83.0 contrasts with Hungary's 57.0, underscoring uneven translation across the bloc.

Academic Debates and Public Discourse

Scholars have critiqued the for conflating —defined as the absence of gaps between men and women—with overall societal achievement levels in domains such as work, , and . In a , Permanyer and Schober examined the index's "correcting ," which adjusts gender gaps by averaging them with achievement scores, arguing this methodology contributes up to 36% achievement weighting in recent iterations, thereby inflating scores for high-performing economies like rather than isolating disparity reductions. This blending, they contend, assumes an androcentric benchmark where parity equates to sameness in outcomes, potentially overlooking voluntary choices or structural preferences that lead to divergent patterns without implying . Earlier foundational work by Plantenga et al. in 2011 outlined conceptual challenges in the index's design, including of domains and indicators that prioritize measurable outcomes over opportunities, such as equating low female representation in corporate boards with irrespective of selection processes or candidate pools. These debates extend to broader questions of whether the index's geometric aggregation method—intended to penalize imbalances—systematically disadvantages lower-GDP states by embedding Northern norms as ideals, thus questioning its universality for cross-national comparisons. Proponents within institutions defend the approach as holistic, but critics recommend decoupling gap measures from achievement to enable clearer policy targeting of barriers versus incentives. In public discourse, the GEI features in policy advocacy for gender quotas and mainstreaming, yet it has fueled polarized discussions on whether outcome-focused metrics drive coercive interventions or genuine equity. For instance, low rankings for countries like (57.8/100 in 2024) have been cited in critiques of conservative , linking them to backsliding in amid broader populist resistance to supranational standards. Conversely, skeptics in and political commentary argue the index undervalues family-oriented policies that correlate with voluntary gender specialization, reflecting tensions between progressive harmonization and cultural variance. These exchanges highlight the index's role in amplifying ideological divides, with academic methodological flaws often invoked to challenge its authoritative use in legislative justifications.

Comparisons with Other Gender Metrics

Relation to Global Gender Gap Index

The Gender Equality Index (GEI), produced by the European Institute for Gender Equality since 2010, evaluates gender equality in EU member states and associated countries across six core domains—work, money, knowledge, time, power, and health—with gender-based violence tracked separately. Each domain aggregates gender-segregated indicators into sub-domain scores using a formula that combines the gender gap (measured as the relative difference between women and men) with an adjustment for the average achievement level, yielding overall scores from 1 (complete inequality) to 100 (full equality); the EU average stood at 71 in the 2023 edition, primarily reflecting data from 2021–2022. The Global Gender Gap Index (GGGI), issued annually by the since 2006, benchmarks in 148 economies worldwide using four equally weighted subindexes: economic participation and opportunity, educational attainment, health and survival, and political empowerment. Scores range from 0 (total disparity) to 1 (full parity), derived from measures of outcomes between sexes without adjustment for levels—for example, equal but low labor participation scores fully in economic parity, as the index prioritizes relative gaps over societal baselines. The 2025 report recorded a global average of 68.8% parity closed, with at 75.1%. While both indices employ composite structures to quantify gender disparities, their methodologies diverge significantly: the GEI's inclusion of unpaid care work (time domain) and violence captures social and intrahousehold dimensions overlooked by the GGGI, which instead emphasizes biological survival metrics like sex ratio at birth; the GEI's average-level correction penalizes low overall performance (e.g., in knowledge attainment), potentially reflecting causal factors like cultural norms more directly, whereas the GGGI's gap-only focus can yield high scores in underdeveloped contexts with symmetric disadvantages. These approaches correlate moderately across gender indices in empirical analyses, including between the GGGI and GEI, but lead to divergences—such as the GEI's sensitivity to absolute deprivation versus the GGGI's neutrality to development stage. In practice, for EU countries, the indices align in highlighting Nordic leaders: Sweden topped the 2023 GEI with 74.9 points, followed by the (74.2) and (73.9), mirroring GGGI rankings where (3rd globally, 0.868 in 2025), (1st, 0.926), and (5th, 0.822) dominate Europe's top positions. However, variations emerge; for instance, southern EU states like score lower in GEI (57.8) due to time and domains, while GGGI gaps in political drive disparities, underscoring how domain selection influences policy inferences—the GEI's EU-centric, achievement-adjusted lens supports targeted interventions like care infrastructure, contrasting the GGGI's global, parity benchmark for cross-national comparability.

Relation to UNDP Gender Inequality Index

The European Institute for Gender Equality's (EIGE) Gender Equality Index (GEI) and the United Nations Development Programme's (UNDP) Gender Inequality Index (GII) both quantify gender disparities through composite metrics, yet diverge in geographic scope, conceptual emphasis, and aggregation methods. The GEI, introduced in 2013, evaluates equality across EU member states using a geometric mean of indicators in six domains—work, money, knowledge, time, power, and health—yielding scores from 1 (complete inequality) to 100 (full equality). In contrast, the GII, launched in 2010, assesses global inequality (covering 162 countries as of recent reports) via a harmonic mean of geometric means in three dimensions: reproductive health (e.g., maternal mortality ratio, adolescent birth rates), empowerment (e.g., parliamentary seats, secondary education attainment), and labor market participation, with values from 0 (no inequality) to 1 (maximum inequality). These approaches reflect differing priorities: the GEI's broader domain coverage, including unpaid care work in the "time" domain, aligns with European policy needs for nuanced equality tracking, while the GII prioritizes development-oriented inequality penalties, emphasizing absolute health outcomes alongside relative gaps. Overlaps exist in shared indicators, such as labor force participation (work/labor dimension), (knowledge/empowerment), and (power/empowerment), facilitating partial comparability. However, methodological variances produce distinct insights; the GEI incorporates both genders' absolute achievement levels to penalize low overall masked by small gaps, avoiding scenarios where poor conditions for both sexes yield misleadingly high scores, whereas the GII blends absolute (e.g., mortality rates) and relative measures without equivalent adjustments. Pairwise analyses reveal moderate alignment: across EU countries, the between GII values and EU-GEI (equivalent to GEI) scores is -0.608, with at 0.653, indicating that higher GEI typically corresponds to lower GII , though discrepancies arise from the GEI's inclusion of care burdens and health parity absent in the GII. These indices complement rather than substitute each other, with the GEI's EU-specific supporting regional (e.g., 2023 EU average GEI score of 71.8) and the GII enabling cross-continental tracking (e.g., GII average of 0.449 in 2022). Divergences highlight limitations in direct interchangeability; for instance, the GII's reproductive focus may undervalue intra-household time allocations central to GEI critiques of work-life imbalances, while the GEI's regional confinement limits applicability. Empirical studies underscore that while correlated, rankings differ, with the GEI better capturing policy-relevant nuances like linkages in , though both face scrutiny for aggregation choices that may obscure causal drivers of disparities.

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