The research, conducted by Susanta Sen, Asif Ali, Amit Banerjee, and Namita Chakma of the Department of Geography at The University of Burdwan in West Bengal, drew on two rounds of India’s National Family Health Survey: the fourth round, conducted in 2015–16 with 122,955 women, and the fifth round, conducted in 2019–21 with 118,700 women. The analysis focused on women aged 20 to 24 years, the standard age group used to assess child marriage prevalence under international indicators, since these women had passed beyond the age at which a legal marriage before 18 could have occurred. By comparing the two survey rounds, the researchers were able to track both the level of child marriage and the distribution of that practice across the wealth spectrum over roughly a five-year interval.

To measure inequality rigorously, the team employed the Erreygers Concentration Index, a widely used summary measure in health equity research that captures whether a health or social outcome is systematically concentrated among richer or poorer groups. A negative value of the index indicates that the outcome is concentrated among the economically disadvantaged. In both survey rounds, the Erreygers Concentration Index for child marriage was negative and statistically significant, confirming that the burden of marrying before 18 falls disproportionately on girls from poorer households. The index moved from −0.281, with a 95 percent confidence interval of −0.289 to −0.273, in the fourth round to −0.257, with a 95 percent confidence interval of −0.265 to −0.249, in the fifth round, indicating a modest narrowing of wealth-related inequality but no fundamental change in its direction or magnitude.

The absolute picture tells a similarly nuanced story. The absolute gap in child marriage prevalence between the poorest and richest groups narrowed from 20.65 percentage points in NFHS-4 to 19.04 percentage points in NFHS-5. Yet the relative measure moved in the opposite direction: the ratio of child marriage prevalence among the poor compared with the non-poor actually increased, from 2.07 to 2.20. This combination of a shrinking absolute gap and a widening relative gap is a classic pattern in epidemiology and social statistics, arising when prevalence declines faster in absolute terms among groups that already have lower baseline levels. In practical terms, even though fewer girls overall are marrying as children, a girl born into a poor household today remains substantially more exposed to the risk of early marriage than one born into affluence, and in relative terms that exposure has grown.

Beyond describing the inequality, the study’s central methodological contribution lies in its use of regression-based decomposition analysis, a technique that partitions the observed concentration index into contributions attributable to individual socio-demographic characteristics. Rather than simply noting that child marriage correlates with poverty, decomposition analysis quantifies how much of the measured inequality each factor statistically explains. The results were striking in their consistency: educational attainment dominated the explained component of wealth-related inequality in both survey rounds, accounting for 77.06 percent in NFHS-4 and 77.41 percent in NFHS-5. In other words, differences in schooling levels between rich and poor women are by far the largest statistical driver of why early marriage clusters among the disadvantaged.

The composition of the remaining explained inequality shifted over time in ways that offer clues about the changing social landscape. In the fourth survey round, place of residence, meaning the divide between urban and rural areas, was the second-largest contributor to wealth-related inequality in child marriage. By the fifth round, however, the contribution of mass media exposure had risen substantially, overtaking residential location as a key explanatory factor. This shift suggests that access to information, whether through television, radio, newspapers, or increasingly digital channels, has become a more salient axis of inequality as connectivity spreads unevenly across Indian society. It also implies that the messages, norms, and alternatives that media exposure conveys about marriage, gender roles, and women’s life courses play a measurable role in shaping when and whether girls marry.

The study also documented substantial variation across India’s states and Union Territories, underscoring that child marriage is not a uniform national phenomenon but one embedded in highly diverse regional contexts of culture, economy, and policy implementation. States differ enormously in baseline prevalence, in the steepness of the wealth gradient, and in the pace of change between the two survey rounds. This heterogeneity means that a single national policy lever, applied uniformly, is unlikely to produce equitable results. Regions where the wealth gradient is steepest may require intensively targeted approaches, while regions with lower but persistent prevalence may benefit more from broad norm-change campaigns and enforcement of existing legal prohibitions on marriage below the age of 18.

The public health significance of these findings extends well beyond the institution of marriage itself. Child marriage is internationally recognized as a driver of adverse outcomes including early pregnancy, elevated maternal and infant mortality risks, interrupted schooling, restricted economic agency, and increased vulnerability to domestic violence. When the burden of child marriage concentrates among the poorest girls, it functions as a mechanism through which poverty and disadvantage reproduce themselves across generations. The study’s conclusion that reductions in overall prevalence have not been matched by equivalent reductions in socioeconomic inequality echoes a broader theme in development research: aggregate progress can mask persistent, and sometimes widening, disparities that demand explicit equity-oriented policy attention.

The authors point toward a set of policy directions grounded in their decomposition results. Because education explains such an overwhelming share of the inequality, interventions that support girls’ secondary education, reduce the economic pressures that push families to withdraw daughters from school, and keep adolescents enrolled through the years when marriage decisions are typically made stand out as the highest-leverage options. The growing contribution of mass media exposure suggests that improving access to information, and using media channels deliberately to shift social norms around early marriage, could complement educational investments. The researchers also highlight strengthening social protection for economically disadvantaged households and explicitly prioritizing the poorest families in programmatic targeting, since the data confirm that the risk of child marriage remains most intense at the bottom of the wealth distribution.

Ultimately, the study delivers a message that is both encouraging and cautionary. India has made genuine progress: child marriage prevalence declined measurably between 2015–16 and 2019–21, and the concentration index softened slightly. But the persistence of a large absolute wealth gap, the rise in the poor-to-non-poor prevalence ratio, and the stark regional differences all indicate that the finish line remains distant for the girls whom the practice continues to touch most directly. As India and the global community pursue the elimination of child marriage under international development goals, this research argues that success should be judged not only by how far national averages fall, but by how quickly the gap closes for those at the bottom, where the consequences of marrying too young are felt most severely.

Subject of Research: Wealth-related socioeconomic inequality in child marriage among young women in India

Article Title: Wealth-related inequality in child marriage in India using decomposition analysis

Article References: Sen, S., Ali, A., Banerjee, A., & Chakma, N. (2026). Wealth-related inequality in child marriage in India using decomposition analysis. Discover Social Science and Health. https://doi.org/10.1007/s44155-026-00488-2

Image Credits: AI Generated

DOI: 10.1007/s44155-026-00488-2

Keywords: child marriage, India, wealth inequality, Erreygers Concentration Index, decomposition analysis, National Family Health Survey, girls' education, mass media exposure, social protection, public health, NFHS-5, socioeconomic disparity

The review, led by Raj Kumar and Jahangeer Ahmad Dar of Chandigarh University together with Sarika Sharma of Jamia Millia Islamia, frames gender inequality in education as a multifactorial and context-dependent phenomenon rather than a single problem with a single remedy. The authors conceptualise access, enrolment and retention as sequential but distinct dimensions of educational participation, with retention being especially sensitive to socio-cultural and infrastructural influences. This framing matters because it explains why policies that succeed in getting girls through the school gate often fail to keep them there through the critical adolescent years.

Methodologically, the study followed a PRISMA-style selection process. The researchers began with 249 records—170 identified through structured searches of the SciSpace database using Boolean combinations of terms such as gender inequality, Right to Education, girls’ education, enrolment, retention and India, and 79 more uncovered through backward and forward citation chaining. After screening titles, abstracts and full texts, 50 studies were included in the final synthesis, spanning quantitative analyses of nationally representative datasets, qualitative case studies and mixed-methods research concentrated in states such as Bihar, West Bengal, Haryana, Madhya Pradesh and Odisha. The authors acknowledge that they did not apply formal risk-of-bias tools, relying instead on a light-touch appraisal of methodological rigour, data sources and clarity of findings.

The magnitude of the gender gap emerges as one of the review’s starkest findings. Sixteen of the included studies documented high levels of disparity in enrolment and retention, with inequities growing larger as girls progress through the education cycle. The transition to secondary and upper-secondary schooling acts as a critical loss point, driven by gendered expectations of household labour and care work, the persistent practice of early marriage, and parental attitudes that prioritise boys’ education. Longitudinal evidence cited in the review shows that even when girls remain enrolled, domestic responsibilities—captured in one study’s memorable finding that girls ‘can’t escape from washing dishes’ regardless of what they study—erode their ability to complete school on par with boys.

Geography compounds the problem. Twelve studies found pronounced spatial heterogeneity in Right to Education outcomes, with rural areas in northern and eastern states—Bihar, Madhya Pradesh, Haryana and others—showing significantly higher gender gaps in access, attendance and completion than other regions. The review notes that these inequalities are further exaggerated among tribal and other marginalised groups, where socio-cultural norms, infrastructural deficits and systemic exclusion interact to constrain girls’ educational pathways. Crucially, several studies reported that gendered discrimination persists even after controlling for socioeconomic disadvantage, suggesting that normative biases run deep and cannot be explained away by poverty alone.

Socioeconomic status stands out as a powerful predictor of girls’ schooling. Fourteen studies identified household income, parental education—especially maternal education—and caste stratification as key determinants of enrolment, retention and grade-level transitions. One study of aggregated community effects in rural India found that maternal illiteracy and household poverty significantly increase dropout risk, while communities with higher concentrations of female literacy show better continuation rates for girls. This points to an intergenerational mechanism: mothers who stayed in school raise daughters who are more likely to do the same, meaning that today’s dropout crisis seeds tomorrow’s.

Against this bleak backdrop, the review documents genuine success stories. Ten studies found positive effects of targeted interventions, including bicycle distribution programmes, conditional cash transfers, scholarships and other government-funded support. The most celebrated of these is the bicycle scheme studied by economists Karthik Muralidharan and Nishith Prakash, which substantially increased secondary school enrolment among girls in Bihar by overcoming the mobility barrier between home and distant secondary schools. West Bengal’s Kanyashree Prakalpa, a conditional cash transfer scheme, has been shown to keep girls in school longer and delay marriage, while the national Beti Bachao Beti Padhao campaign represents a broader attempt to shift social attitudes. Community-based and multi-level strategies that actively involve teachers, families and local governance structures also show promise when implemented consistently.

Yet the review is careful to temper optimism. Several studies warned that while incentive-based programmes have produced measurable gains in enrolment, their impact on learning outcomes and regular attendance is comparatively small, and their long-term effectiveness remains equivocal. A multi-faceted education programme evaluated in India improved enrolment and equity but contributed little to learning or school management quality. The authors conclude that cash transfers and bicycles are not standalone solutions: their usefulness depends on implementation quality, socio-cultural acceptance and complementary support systems. Infrastructure improvements such as separate toilets and safe transport are associated with better attendance, but their effects are often mediated by social norms and household decision-making, meaning supply-side investments must be paired with demand-side and socio-cultural change.

Policy implementation fidelity emerges as a recurring weakness. Nine studies linked persistent disparities to inadequate infrastructure, shortages of qualified teachers and significant socio-cultural resistance, with awareness-building and community mobilisation—the supposed pillars of rights-based implementation—remaining uneven and underutilised, especially in rural and marginalised settings. The review argues for intersectionality-informed targeting that prioritises the most disadvantaged sub-groups, such as girls from Scheduled Castes and Scheduled Tribes in low-income rural households, rather than treating girls as a homogeneous category. It also calls for stronger local governance, monitoring and accountability frameworks, and for policies that look beyond access to learning quality, socio-emotional development and empowerment.

The authors are candid about the limitations of the evidence base. Much of the literature is geographically concentrated in high-burden states such as Bihar, Uttar Pradesh and Haryana, which may not represent India’s full diversity, and there is a striking gap in data on girls’ education following the COVID-19 pandemic. Study designs vary widely in scale and rigour, so the review’s findings should be read as broad patterns rather than definitive national estimates. Still, the overall message is clear: India has made real progress in getting girls into primary classrooms, and well-designed, context-specific interventions have demonstrably delayed marriage and raised participation in some regions. But closing the remaining gender gap will require multi-level, integrated strategies—combining economic support, gender-sensitive infrastructure, community engagement, institutional reform and sustained attention to what happens inside schools—tailored to the specific social and administrative conditions of each region rather than imposed as one-size-fits-all national programmes.

Subject of Research: Gender inequalities in the enforcement of the Right to Education in India, focusing on girls' access, enrolment and retention

Article Title: Gender inequalities in right to education in India: a review of access, enrolment, retention and intervention effectiveness

Article References: Kumar, R., Dar, J. A., & Sharma, S. (2026). Gender inequalities in right to education in India: a review of access, enrolment, retention and intervention effectiveness. Discover Education, 5(1), Article 897. https://doi.org/10.1007/s44217-026-02130-4

Image Credits: AI Generated

DOI: 10.1007/s44217-026-02130-4

Keywords: gender inequality, Right to Education, girls' education, India, enrolment, retention, conditional cash transfers, bicycle schemes, rural disparities, education policy, socio-cultural barriers, intersectionality

The study, led by Ekene Francis Okagbue of Southwest University in Chongqing, China, together with colleagues at Hohai University, Sanming University and Southwest University’s Faculty of Education, set out to assess how the integration—or lack of integration—of sex education within the Nigerian secondary school curriculum affects knowledge of contraceptives, access to them, family support and experiences of social stigmatization. The researchers framed their inquiry around a sobering premise: when schools decline to teach students about their own bodies, contraception and sexually transmitted infections, girls are left to navigate sexual health decisions with incomplete or inaccurate information, and the consequences ripple outward to national literacy levels and economic development.

Technically, the research relied on structural equation modeling, a statistical framework that allows researchers to test networks of hypothesized relationships among observed and latent variables simultaneously. The team evaluated respondents’ self-reported knowledge and access using validated psychometric instruments, and their measurement models satisfied conventional criteria for reliability and validity before the structural paths were estimated. The results were striking. Sex education showed a statistically significant relationship with early pregnancy, with a standardized path coefficient of β = 0.22 at p < .001, and with girls’ dropout, at β = 0.25, p < .001. In plain terms, the absence of sex education was significantly associated with both outcomes, and the associations held after the researchers accounted for the complexity of the sampling design across Nigeria’s diverse regions.

Perhaps the most policy-relevant finding concerned contraception. The study found a positive association between sex education and access to contraceptives, with a path coefficient of β = 0.10 at p = .01. Although the effect size is modest, the direction is consistent with a large international literature: students who receive formal instruction about reproductive health are more likely to know where contraceptive services exist, to feel entitled to use them and to actually obtain them. In the Nigerian context, where adolescent access to contraception is constrained by cost, geography, provider judgment and social taboo, even a small school-based effect could translate into meaningful public health gains at scale.

The mediation analyses added another layer of sophistication. Rather than treating sex education as a simple on-off switch, the researchers tested whether its influence travels through intermediate variables. Three mediated pathways emerged as statistically significant. Sex education influenced early pregnancy partly through social stigmatization, with an indirect effect of β = 0.02 at p = .03. Sex education influenced girls’ dropout partly through access to contraceptives, with an indirect effect of β = 0.04 at p < .001. And sex education influenced early pregnancy partly through contraceptive access as well, with an indirect effect of β = 0.02 at p = .05. The pattern suggests partial mediation: sex education operates both directly and indirectly, shaping not only what girls know but also the social and practical resources available to them.

The stigmatization pathway deserves particular attention. In many Nigerian communities, a pregnant student faces ostracism from peers, teachers and sometimes her own family, and this stigma frequently forces her out of the classroom permanently. By teaching adolescents about reproduction in a factual, non-judgmental setting, schools may reduce the shame that surrounds the topic and equip girls to prevent unintended pregnancies in the first place. The finding resonates with earlier Nigerian research, including a 2001 study in Port Harcourt documenting substantial sexual activity among female secondary school students, and more recent work in south-western Nigeria showing that students hold significant gaps in sexual health knowledge and often hold ambivalent attitudes toward instruction on the subject.

The study also situates itself within a global evidence base that has grown remarkably consistent over three decades. A landmark 2021 review in the Journal of Adolescent Health synthesized decades of research and concluded that comprehensive sex education does not hasten sexual initiation, as critics frequently claim, but instead delays it, reduces risky behavior and increases contraceptive use. Comparable studies in the Netherlands have demonstrated the effectiveness of school-based programs for young adolescents, while systematic reviews across multiple countries have catalogued the benefits of structured curricula. The Nigerian findings extend this literature to a setting where cultural and religious sensitivities have historically made sex education politically fraught, and where the Family Life and HIV Education curriculum, formally adopted in many states, remains unevenly implemented in practice.

The implications for Nigeria are considerable. Adolescents and young people represent a large and growing share of the country’s population, and national HIV programming has repeatedly identified this group as a priority. Previous research has documented gender differences in sexually transmitted infection treatment-seeking behavior among Nigerian youth, and systematic reviews have highlighted the scale of child sexual abuse in the country—circumstances that make accurate, age-appropriate sexual health information a matter of safety as well as development. When girls drop out of school following an early pregnancy, they face diminished lifetime earnings, higher fertility and poorer health outcomes for themselves and their children, and the national economy forfeits the human capital those girls would otherwise have contributed. The study’s authors argue that the far-reaching consequences for literacy levels justify treating sex education not as a moral controversy but as an educational and economic imperative.

The research is not without limitations typical of cross-sectional survey designs. The data capture associations at a single point in time, and causal claims, however well supported by the modeling, ultimately require longitudinal or experimental confirmation. Self-reported measures of sexual behavior and contraceptive access are vulnerable to social desirability bias, particularly on sensitive topics in conservative communities, and the researchers acknowledge that the sample, while regionally balanced, cannot capture every nuance of Nigeria’s extraordinary diversity of ethnicity, religion and educational provision. Nevertheless, the consistency of the direct and mediated pathways, and the alignment of the results with international evidence, lend the findings substantial credibility.

For policymakers, the message is unambiguous. Strengthening the sex education component of the secondary school curriculum, training teachers to deliver it competently, engaging parents and community leaders to reduce resistance, and ensuring that adolescent-friendly contraceptive services exist alongside classroom instruction together form an integrated strategy. The study’s authors underscore that sex education’s value lies not only in preventing early pregnancy and dropout but in equipping girls with strategies to protect themselves against sexually transmitted infections and to make informed decisions about their own lives. As Nigeria grapples with how to convert its youthful population into a demographic dividend, this research offers a clear, statistically grounded case that what is not taught in the classroom is exacting a measurable and preventable cost outside it.

Subject of Research: The impact of the lack of sex education in the Nigerian secondary school curriculum on early pregnancy and school dropout among girls.

Article Title: Assessing the Impact of Lack of Sex Education in the Nigerian Secondary School Education Curriculum on Early Pregnancy and School Dropout in Girls

Article References: Okagbue, E. F., Wen, X., Ezeachikulo, U. P., Ouattara, C. A. T., & Nwigwe, E. O. (2026). Assessing the Impact of Lack of Sex Education in the Nigerian Secondary School Education Curriculum on Early Pregnancy and School Dropout in Girls. Archives of Sexual Behavior. https://doi.org/10.1007/s10508-026-03514-1

Image Credits: AI Generated

DOI: 10.1007/s10508-026-03514-1

Keywords: sex education, Nigeria, secondary school, early pregnancy, school dropout, contraception, adolescent health, structural equation modeling, social stigmatization, girls education, reproductive health, curriculum policy

The research team, led by Annabel Wanza Mbithi of Chuka University together with Peter Kimanthi Mbaka and Kenkelvin Kimathi Mbaka, and including Victor Okoth Saoke of the University of Embu, set out to answer a deceptively simple question: what determines how much students say they participate in classroom activities, and do those determinants differ by gender? Participation in this context is not a vague aspiration but a measurable behaviour. It covers the frequency with which students answer questions, contribute to discussions, take part in group work and engage with the practical activities that teachers build into their lessons. Decades of international research have linked such engagement to achievement, retention and eventual transitions into further education and employment, making the classroom voice of individual students a surprisingly consequential variable.

To capture it, the researchers employed a cross-sectional descriptive survey design, a standard tool for taking a snapshot of a population at a single point in time. Working within public day secondary schools, schools that students attend during the day while living at home, they sampled 320 Form Three students, typically the penultimate year of Kenyan secondary education. The sampling strategy was both multistage and proportionate, meaning schools were selected in successive stages and the number of students drawn from each school reflected its share of the total enrolment. This design reduces the risk that a single large or atypical school would dominate the results. Data collection relied on structured questionnaires administered with the help of class teachers, and the study proceeded with ethical clearance from the Chuka University Ethics Committee, a research permit from the National Commission for Science, Technology and Innovation, and authorisation from the County Director of Education for Machakos County.

The analytical centrepiece of the study is a Poisson regression model, a statistical technique chosen because the outcome of interest, counts of participation, is a non-negative integer rather than a continuous measure. Where ordinary linear regression assumes a normally distributed dependent variable, Poisson regression models count data directly, estimating how each explanatory factor changes the expected rate of participation. The researchers screened their candidate predictors for multicollinearity before inclusion, a standard safeguard against the distorted estimates that arise when explanatory variables overlap too heavily. The model was estimated separately for girls and boys, an approach that allowed the team to test not just whether participation levels differed by gender, but whether the underlying economic machinery of participation itself worked differently for each group.

The headline result is that it does. For girls, the strongest and most counterintuitive finding concerned parents’ disposable income: rather than boosting participation, higher disposable income was significantly associated with reduced participation in classroom activities. All other variables in the girls’ model, including the cost of education and family structure, showed no statistically significant effects. For boys, the picture looked markedly different. The cost of education emerged as a significant brake, with rising educational costs reducing the likelihood of participation, while two factors pushed in the opposite direction: students’ expectations of future employment and the number of siblings in the household both significantly increased boys’ participation. The remaining variables in the boys’ model, including parents’ disposable income, showed no significant influence. These gendered patterns held even as overall participation levels themselves also differed between girls and boys.

The counterintuitive income effect for girls invites careful interpretation. In low-resource households, disposable income may flow toward priorities that compete with girls’ schoolwork, or it may correlate with household arrangements in which daughters shoulder more domestic labour regardless of financial comfort. It is also possible that the relationship reflects how income interacts with expectations: families with more resources may channel girls toward different futures, or simply express their support in ways that do not translate into classroom assertiveness. The authors are careful not to overclaim a mechanism, but the practical implication is clear. Financial capacity alone does not guarantee that girls will find their voice in class, and programmes that hand money to households without attending to gender norms inside them may leave the participation gap intact.

The findings for boys are more intuitively legible. When school feels expensive, participation falls, consistent with a long body of evidence showing that educational costs, even in nominally free systems, filter down into engagement as families weigh marginal spending against competing needs. Kenya’s system of day secondary schools nominally benefits from public subsidies, yet levies, materials, uniforms and transport continue to strain household budgets in semi-arid districts like Mwala. The positive effect of sibling count on boys’ participation is intriguing and may reflect peer-like dynamics at home, shared study habits, or the confidence that comes from growing up in a crowded, verbally competitive household. Meanwhile, boys who expect employment after school participate more, exactly as human capital theory would predict: when education is perceived as an investment with a payoff, students invest effort in it.

That theoretical framing runs throughout the paper. The authors situate their work in the human capital tradition that views education as an investment whose returns justify present costs, and in expectancy-value accounts of motivation, which hold that students engage when they both value the outcome and expect to succeed in attaining it. Previous studies, from active-learning classrooms in higher education to analyses of gendered participation in online discussions, have documented persistent gender gaps in who speaks and how often, typically attributing them to classroom demography, confidence and social roles. What this study adds is an economic layer grounded in one of the contexts where those gaps matter most: resource-constrained rural secondary schools where household poverty, family size and labour expectations press directly on adolescent learners.

The policy implications the authors draw are correspondingly targeted. They call for gender-responsive interventions rather than blanket programmes, arguing that what lifts boys’ engagement, such as reducing the visible costs of schooling, may not address the specific barriers facing girls, and vice versa. They point toward strengthened school-based support systems, including guidance and counselling structures that can help students connect classroom effort to credible career pathways, and they urge that career guidance be enhanced so that employment expectations, which appear to energise participation, are realistic and widely shared across genders. For policymakers in Kenya’s Ministry of Education and for the international organisations tracking progress toward the Sustainable Development Goal on quality education, the study offers granular evidence that engagement, not merely enrolment, is where gender inequality now does much of its damage.

The research also speaks to a broader shift in education economics across the developing world. With primary and secondary enrolment having expanded dramatically across East Africa in recent decades, attention has moved from getting children into school to measuring what happens once they are there. Studies of this kind, which treat participation as a countable, modelable behaviour with identifiable economic determinants, are part of a growing toolkit for that task. The authors acknowledge the limits of a cross-sectional design, which captures association rather than proven causation and reflects a single sub-county at a single moment. Data will be made available on request, and the team is transparent that self-reported participation carries its own measurement challenges. Yet within those limits, the message is striking and portable well beyond Mwala: the same classroom contains students whose willingness to engage is being pulled by different economic strings, and any serious effort to close gender gaps in learning must read those strings separately, one group of learners at a time.

The study’s setting matters for interpreting its results. Mwala Sub-County lies in a semi-arid agroecological zone where household incomes depend heavily on rain-fed agriculture, making family finances vulnerable to seasonal shocks that can ripple directly into schooling decisions. Public day secondary schools serve the majority of students in such areas precisely because they allow learners to remain at home, but that arrangement also means classroom engagement is tightly coupled to what happens within the household each evening, from chores to paid work.

Methodologically, the choice to model participation counts separately by gender reflects a growing recognition in education research that pooled samples can mask offsetting effects. A factor that suppresses engagement among girls while boosting it among boys might appear insignificant in a combined model, hiding precisely the dynamics that gender-responsive policy needs to target. The multistage, proportionate sampling of 320 Form Three students strengthens the representativeness of the estimates within the sub-county, though the authors note that self-reported participation and the cross-sectional design limit causal claims.

The emphasis on employment expectations also aligns with expectancy-value frameworks of motivation, which hold that effort follows from believing both that success is possible and that it leads to valued outcomes. In contexts where visible pathways from school to work are unevenly distributed by gender, career guidance becomes not an accessory but a core lever for equitable engagement.

Subject of Research: Gendered socioeconomic determinants of student participation in classroom activities in Kenyan public day secondary schools

Article Title: Gendered determinants of students’ perceived participation in classroom activities: evidence from public day secondary schools in South Eastern Kenya

Article References: Mbithi, A. W., Mbaka, P. K., Mbaka, K. K., & Saoke, V. O. (2026). Gendered determinants of students’ perceived participation in classroom activities: evidence from public day secondary schools in South Eastern Kenya. SN Social Sciences, 6(9), Article 423. https://doi.org/10.1007/s43545-026-01720-1

Image Credits: AI Generated

DOI: 10.1007/s43545-026-01720-1

Keywords: gender differences, classroom participation, Poisson regression, cost of education, employment expectations, Kenya, secondary education, socioeconomic status, girls' education, educational equity, human capital, school engagement