Labor Patterns Research Articles

Does exogenous glucocorticoid administration during pregnancy precipitate the timing of labor? A scoping review.

To investigate whether synthetic (s) glucocorticoids (GCs) administered between the 24th and the 34th gestational weeks in pre-term labor might precipitate labor, studies on sGCs administration were reviewed. The physiology of endogenous glucocorticoid-related increase in fetal-maternal circulation and its association with labor, followed by a scoping review of studies on exogenous sGCs administered for fetal lung maturation and the timing of labor, were included. The methodology of systematic reviews was followed. MEDLINE, Cochrane Library, and Google Scholar databases were searched until October 2023, for original studies investigating the administration of sGCs in pregnancies risking pre-term labor. Duplicates were removed, and 1867 abstracts were excluded as irrelevant. Six controlled and four non-controlled studies were included. The index group consisted of 6001 subjects and 7691 controls in the former, while in the latter, the index group consisted of 2069 subjects. In three out of the six controlled studies, gestational age at labor was significantly lower in sGC-treated women than in controls, while in three studies, gestational age at labor was lower in sGC-treated women than in controls, with a trend toward statistical significance. In one study, gestational age at labor was significantly lower in controls than in sGC-treated women. In the non-controlled studies, the majority of women delivered less than 1 week from the day of sGC administration. In this scoping review, studies lack homogeneity. However, in the controlled studies, a pattern of earlier labor emerges among sGC-treated pregnant women. The use of multiple courses of antenatal sGCs appears to be associated with precipitated labor. Their use should be carefully weighed. Carefully designed trials should examine this ongoing scientific query.

Spatial imbalance in the digital era: how the digital economy affects urban sprawl in China

ABSTRACT Economic and social activities in the digital age have changed business forms and spatial relations, and identifying evolution of the urban form in the digital age is the key to sustainable urban governance. Based on data from prefecture-level cities in China from 2010 to 2021, this study explores the impact of the digital economy on urban sprawl and the path to its realization, thus providing policy implications for urban governance in the digital economy era. The empirical results show that the digital economy significantly promotes urban sprawl and that the urban sprawl effect caused by the digital economy has regional and scale heterogeneity. Western and medium-sized cities show greater sprawl trends under the influence of the digital economy. Digital economy development can significantly affect residents’ lifestyles and lead to urban sprawl, such as encouraging green, digital, and suburban lifestyles. In addition, the digital economy significantly affects the demand for urban land space, such as the industrial division of labour patterns, urbanization processes, and industrial virtual agglomeration, which are indirect factors leading to urban sprawl.

Labor patterns of spontaneous first-stage labor in Chinese women with normal neonatal outcomes.

Friedman's standards, developed almost 50 years ago, may no longer align with the needs of today's obstetric population and current pregnancy management practices. This study aims to analyze contemporary labor patterns and estimate labor duration in China, focusing on first-stage labor data from Chinese parturients with a spontaneous onset of labor. This retrospective observational study utilized data from electronic medical records of a tertiary hospital in Changsha, Hunan. Out of a total of 2,689 parturients, exclusions were made for multiple gestations, preterm, post-term, or stillbirth, cesarean delivery, non-vertex presentation, and neonatal intensive care unit admission. Average labor curves were constructed by parity using repeated-measure analysis, and labor duration was estimated through interval-censored regression, stratified by cervical dilation at admission. We performed an analysis to assess the impact of oxytocin augmentation and amniotomy on labor progression and conducted a sensitivity analysis using women with complicated outcomes. Nulliparous women take over 180 minutes for cervical dilation from 3 to 4 cm, and the duration from 5 to 6 cm exceeds 145 minutes. Multiparous women experience shorter labor durations than nulliparous. Labor acceleration is observed after 5 cm in nulliparous, but no distinct inflection point is evident in the average labor curve. In the second stage of labor, the 95th percentile for nulliparous, with and without epidural analgesia, is 142 minutes and 127 minutes, respectively. These findings provide valuable insights for the reassessment of labor and delivery processes in contemporary obstetric populations, including current Chinese obstetric practice.

Colonial policy, ecological transformations, and agricultural “improvement”: comparing agricultural yields and expansion in the Spanish and U.S. Philippines, 1870–1925 CE

Burgeoning global trade and colonial policies promoted transformations in land use and agriculture throughout tropical regions in the 19th and 20th centuries, but the local and regional ecological consequences of landscape changes are still being identified and analysed. The Philippine Archipelago, which experienced successive colonial regimes across more than 7100 islands, exemplifies the multiplicity of ecological outcomes produced by these transformations. To better characterise diverse landscape change, we use colonial censuses and datasets to assess land use, production and agricultural yields in the Philippines during the late Spanish and early U.S. colonial periods (ca. 1870–1925). Our novel digital, quantitative analysis indicates that, at the national and provincial scales, agricultural production and land use increased for all major crops in both periods, while agricultural yields were mostly constant. Our results suggest that colonial investments to “improve” Philippine agriculture, specifically their efforts to increase production per hectare, were not effective. Our provincial-scale analysis also confirms the importance of distinct labour patterns, geographies and socio-political arrangements in defining this period’s ecological consequences, and we provide quantified and historically contextualised data in a format amenable to ecologists to promote future, localised historic ecological research.

Auto-Routing Systems (ARSs) with 3D Piping for Sustainable Plant Projects Based on Artificial Intelligence (AI) and Digitalization of 2D Drawings and Specifications

The engineering sector is undergoing digital transformation (DT) alongside shifts in labor patterns. This study concentrates on piping design within plant engineering, aiming to develop a system for optimal piping route design using artificial intelligence (AI) technology. The objective is to overcome limitations related to time and costs in traditional manual piping design processes. The ultimate aim is to contribute to the digitalization of engineering processes and improve project performance. Initially, digital image processing was utilized to digitize piping and instrument diagram (P&ID) data and establish a line topology set (LTS). Subsequently, three-dimensional (3D) modeling digital tools were employed to create a user-friendly system environment that visually represents piping information. Dijkstra’s algorithm was implemented to determine the optimal piping route, considering various priorities during the design process. Finally, an interference avoidance algorithm was used to prevent clashes among piping, equipment, and structures. Hence, an auto-routing system (ARS), equipped with a logical algorithm and 3D environment for optimal piping design, was developed. To evaluate the effectiveness of the proposed model, a comparison was made between the bill of materials (BoM) from Company D’s chemical plant project and the BoM extracted from the ARS. The performance evaluation revealed that the accuracy in matching pipe weight and length was 105.7% and 84.9%, respectively. Additionally, the accuracy in matching the weight and quantity of fittings was found to be 99.7% and 83.9%, respectively. These findings indicate that current digitalized design technology does not ensure 100% accurate designs. Nevertheless, the results can still serve as a valuable reference for attaining optimal piping design. This study’s outcomes are anticipated to enhance work efficiency through DT in the engineering piping design sector and contribute to the sustainable growth of companies.

Triadic Technology Configuration: A Relational Perspective on Technologists’ Role in Shaping Cloud-Based Technologies

Through an ethnographic study of a manufacturing monitoring technology, the author examines how the relations among workers, managers, and third-party technologists impact the ongoing configuration of cloud-based workplace technologies. Because these technologies are broadly networked, data-driven, and highly malleable, the author argues that technologists have an increasingly prominent role. By tracing issues raised by workers and managers in the focal customer firm, the study shows that the employment relation can explain only a limited set of outcomes. An analysis that accounts for technologists’ innovative and economic relations with their users fully explains which issues are resolved and how. In contrast to research that implies technologists amplify institutionalized patterns of labor–management relations through their design choices, this study shows that technologists are complex organizational actors with situated interests, values, and identities. Through the development of a triadic model of relations, the author demonstrates why technologists must be included in analyses of contemporary technologies.

Housework Reallocation between Genders and Generations during China’s COVID-19 Lockdowns: Patterns & Reasons

This paper examines housework reallocation during China’s stringent pandemic lockdowns in 2020, where individuals were homebound and job-free while employment status remained unchanged. Utilizing a mixed-method approach, it analyzes 1669 surveys and 100 interviews to understand changes in domestic labor patterns and the underlying reasons. The findings indicate that men increased their participation in grocery shopping but decreased in cooking, cleaning, and laundry during the lockdown. This gender-task pattern was mirrored in multi-generational households, where younger family members often took on these tasks. The reasons articulated for these shifts predominantly converged around the ‘doing gender’ theory. Women, particularly those working full-time, had more time to engage in household chores. Men, while also having more available time, predominantly focused on grocery shopping, a task that gained masculine connotations during the lockdown. Factors such as perceived differences in household labor quality, difficulty delegating housework, and reduced workload led to women’s increased involvement and specialization in domestic tasks. The study challenges the notion that economic factors are the primary drivers of gender-based division of housework. Instead, it suggests that ingrained gender norms continue to dictate domestic roles, as evidenced during the lockdown period devoid of usual economic and time pressures.

Structure and labor use pattern among cocoa farmers in Ondo State, Nigeria

Human labour is about the only main source of labour available to smallholder farmers in Nigeria. Smallholder farmers contribute over 85% of domestic agricultural output in Nigeria, hence, human labour accounts for the domestic food supply in Nigeria. Therefore, the need to continue supplying food for the ever-growing Nigerian population anchors on human labour productivity. In Nigerian agriculture, hired labour is predominantly used. Human labour plays a very significant role in agricultural development, especially in developing countries where technological development is still very low. In view of the importance of labour in agricultural production, this study was designed to investigate the structure and use pattern of farm labour in the study area. The study was carried out in Ondo state, Nigeria. A multistage sampling technique was used to collect data from 160 farmers. After sorting for missing data, 144 cocoa farmers’ data were used for analysis in this study. Seventy-five percent of the total
 respondents were above 50 years of age and about 25.01% of the total respondents were 50 years and below. The majority (79.17%) of the farmers were men. Also, 75.07% of the respondents had a formal level of education. In the study contract type of labour is majorly used for most activities in cocoa farming while cooperative labour was seldom used. Activities such as land clearing (75.0%), planting (83.32%), weeding (95.83%), application of chemicals (91.67%), removal of mistletoes (87.50%), harvesting of cocoa pods (87.50%), conveyance of cocoa pods to the pod breaking point (95.83%), breaking of cocoa pods (100%) and conveyance of cocoa beans to the point of fermentation (88.33%) were majorly carried out by contract labour. Male labour was mostly utilized for all the activities as indicated by most farmers. Female labour was sparingly utilized for some activities such as land clearing (8.33%), planting (0%), application of chemicals (8.33%), spraying of chemicals (4.17%), removal of mistletoes (0%) and harvesting of cocoa pods (12.5%). The study recommended that funds should be made available to farmers to engage in contract labour and also there should be the need to use equipment and machinery to reduce drudgery.

Airplane Parts and Covid Masks: Labour Commuters of North-Western Romania Between Central and Eastern European “Re-Industrialisation” and the Global Market

Abstract This article aims to uncover two main features of ‘re-industrialisation’ in Central and Eastern Europe: the reconfiguration of the economic geography in Northwest Romania and the multiple ways in which the Romanian working class is being integrated into the new economy. Post-socialist shifts towards a low-skilled, flexible, and generally insecure economy have underlined the need for cheap, easily disposable labour, and the emergence of the new economic geography has changed the accumulation of capital in the region and the patterns of labour mobility. Despite massive migration, many have continued to work in the region or have combined migration periods with work close to home. This study explores the different mobilities individuals engage in and seeks to understand why some workers choose to stay and live in the region and how the available opportunities for workers aiming to stay in the region influence their prospects. This study traces the patterns of labour commuting and how this is structured by individuals’ strategies and motivations, as well as the social relationships that support this work. The article analyses labour commuting to two major industrial hubs in the region: one which manufactures aerospace components, and one that produces medical textiles. Both companies are foreign-owned and concentrate a significant proportion of the region’s workforce. The micro-dynamics revealed will contribute to understanding the patterns of work in the specific form of re-industrialisation in contemporary Romania.

Characterizing uterine responsiveness to oxytocin augmentation across four labor patterns in maternal obesity.

Optimizing care during labor protraction is a key strategy for reducing cesareans, especially among people with obesity. The pathophysiology of labor dystocia remains poorly understood, limiting precise interventions targeting the cause of protraction. In this secondary analysis of nulliparas (n = 92) with obesity (BMI ≥ 30 kg/m2) and spontaneous labor onset, we classified labor into four phenotypes based on duration of protraction and birth route: (1) no protraction, (2) short protraction and vaginal birth, (3) extended protraction meeting criteria for labor arrest, but with eventual progression and vaginal birth, and (4) extended protraction meeting criteria for labor arrest and cesarean birth. Across these phenotypes, we compared MVU, oxytocin dose, and novel measures of uterine responsiveness to oxytocin augmentation (MVU to oxytocin dose ratios). In our sample, phenotype group 1 comprised 14.1% (n = 13); group 2 comprised 30.4% (n = 28); group 3 comprised 34.8% (n = 32); and group 4 comprised 20.7% (n = 19). Uterine responsiveness to oxytocin, but not MVU, decreased with each labor phenotype. Participants with cesarean birth had the lowest uterine responsiveness to oxytocin. Labor and birth outcomes were associated with measures of uterine responsiveness to oxytocin rather than MVU alone, and thus these may be more clinically appropriate measures for guiding clinical decision-making. Current criteria for labor arrest are likely too stringent for nulliparas with obesity, many of whom appear to progress to safe vaginal birth after longer labor durations. Differences in uterine responsiveness to oxytocin augmentation across the groups suggests underlying physiologic differences in the labor phenotypes, which should drive future research targeting pathophysiology.

Forced Labour, Indenture and Convict Transportation: A Case Study of the Western Australian Pastoral Industry, 1830–50

This article analyses Western Australian pastoralists’ agitation for, and their expanding reliance upon, forced labour in the Avon valley in the 1830s and 1840s. I argue that coercive labour practices were already well established by the time the York Agricultural Society began lobbying for convict transportation in the late 1840s, and that this effort reflected a desire to intensify already existing patterns of unfree labour rather than a brand-new intervention. The shift to forced labour occurred soon after the settler conquest of Ballardong Noongar country facilitated the establishment of a profitable pastoral industry. Pastoralists struggled to hire sufficient numbers of free white workers to work their fields and stations, and to pay the exorbitant wages demanded by them; and they turned instead to Noongar workers, often using coercive methods to maintain labour discipline. Even so, it was clear by the mid-1840s that the settler and Aboriginal labour pool was too small to secure the pastoral industry’s long-term success; and initiatives to augment the colonial workforce by sending out juvenile offenders from Parkhurst prison, and by recruiting Chinese and Indian indentured labourers, were insufficient to meet demand. The Avon valley pastoralists therefore mounted a vigorous campaign to introduce convict labour to Western Australia.

Failure to progress or just normal? A constructivist grounded theory of physiological plateaus during childbirth

Background and problemDuring childbirth, one of the most common diagnoses of pathology is ‘failure to progress’, frequently resulting in labour augmentation and intervention cascades. However, failure to progress is poorly defined and evidence suggests that some instances of slowing, stalling and pausing labour patterns may represent physiological plateaus. AimTo explore how midwives conceptualise physiological plateaus and the significance such plateaus may have for women’s labour trajectory and birth outcome. MethodsTwenty midwives across Australia participated in semi-structured interviews between September 2020 and February 2022. Constructivist grounded theory methodology was applied to analyse data, including multi-phasic coding and application of constant comparative methods, resulting in a novel theory of physiological plateaus that is firmly supported by participant data. FindingsThis study found that the conceptualisation of plateauing labour depends largely on health professionals’ philosophical assumptions around childbirth. While the Medical Dominant Paradigm frames plateaus as invariably pathological, the Holistic Midwifery Paradigm acknowledges plateaus as a common and valuable element of labour that serves a self-regulatory purpose and results in good birth outcomes for mother and baby. DiscussionContemporary medicalised approaches in maternity care, which are based on an expectation of continuous labour progress, appear to carry a risk for a misinterpretation of physiological plateaus as pathological. ConclusionThis study challenges the widespread bio-medical conceptualisation of plateauing labour as failure to progress, encourages a renegotiation of what can be considered healthy and normal during childbirth, and provides a stimulus to acknowledge the significance of childbirth philosophy for maternity care practice.

Women's happiness levels based on labour force status in Türkiye: A pseudo‐panel perspective

AbstractThis article examines the impact of mainly being in different labour force statuses on women's happiness levels in Türkiye. Other predictors include educational level, household income and what makes one the happiest. Ordered logistic regression models are used by implementing a pseudo‐panel approach. Findings demonstrate that unemployed women are less likely to be happier relative to women in paid work. There is a statistically significant higher likelihood for housewives to report being happier compared to employed women throughout the years for the same cohort, which could be associated with the (socially structured) fulfilment brought about by the conformity to traditional gender roles in a context where these norms are widely adopted, and concurrently the circumstances diminishing working women's happiness at home and in the job market. The probability to report being very happy is the highest for highly educated housewives who have a high level of household income, yet it decreases over time for the cohort observed. Findings refer to the importance of enhancing the well‐being of women in paid work via supporting equal domestic division of labour patterns and improving their conditions in the labour market.

Theorizing globalized production and digitalization: Towards a re-centering of value

Digital and data-driven technologies are having substantial impacts on global production, with growing analysis within established frameworks such as Global Value Chains (GVC) and Global Production Networks (GPN). Given the claims, however, that digitalization is leading to transformations in the patterns of production and labor, further theoretical work is needed to consider how these frameworks fit with evolving dynamics. Beginning with critiques that mainstream GVC/GPN have poorly theorized the concept of value, the paper argues that a re-centering of value is crucial for improved understanding of digitalization. To do this, broader debates in the literature on the digital economy—on rent and surplus value—are reviewed. These debates provide an expanded perspective of value including a broader understanding of forms of techno-economic rent and the growing debates on heterogeneous forms of labor, shaping production. A stronger orientation towards value within mainstream GVC/GPN studies can absorb some of these ideas, but considering the evolving forms, conventional notions of governance and upgrading may be less viable.

Oxytocin is not associated with postpartum hemorrhage in labor augmentation in a retrospective cohort study in the United States

Previous studies reported conflicting results on the relationship between oxytocin use for labor augmentation and the risk of postpartum hemorrhage, probably because it is rather challenging to disentangle oxytocin use from labor dystocia. This study aimed to investigate the independent association between oxytocin use for augmentation and the risk of postpartum hemorrhage by using advanced statistical modeling to control for labor patterns and other covariates. We used data from 20,899 term, cephalic, singleton pregnancies of patients with spontaneous onset of labor and no previous cesarean delivery from Intermountain Healthcare in Utah in the Consortium on Safe Labor. Presence of postpartum hemorrhage was identified on the basis of a clinical diagnosis. Propensity scores were calculated using a generalized linear mixed model for oxytocin use for augmentation, and covariate balancing generalized propensity score was applied to obtain propensity scores for the duration and total dosage of oxytocin augmentation. A weighted generalized additive mixed model was used to depict dose-response curves between the duration and total dosage of oxytocin augmentation and the outcomes. The average treatment effects of oxytocin use for augmentation on postpartum hemorrhage and estimated blood loss (mL) were assessed by inverse probability weighting of propensity scores. The odds of both postpartum hemorrhage and estimated blood loss increased modestly when the duration and/or total dosage of oxytocin used for augmentation increased. However, in comparison with women for whom oxytocin was not used, oxytocin augmentation was not clinically or statistically significantly associated with estimated blood loss (6.5 mL; 95% confidence interval, 2.5-10.3) or postpartum hemorrhage (adjusted odds ratio, 1.02; 95% confidence interval, 0.82-1.24) when rigorously controlling for labor pattern and potential confounders. The results remained consistent regardless of inclusion of women with an intrapartum cesarean delivery. The odds of postpartum hemorrhage and estimated blood loss increased modestly with increasing duration and total dosage of oxytocin augmentation. However, in comparison with women for whom oxytocin was not used and after controlling for potential confounders, there was no clinically significant association between oxytocin use for augmentation and estimated blood loss or the risk of postpartum hemorrhage.

Multidimensional stressors and protective factors shaping physicians' work environments and work-related well-being in two large US cities during COVID-19.

Clinician burnout and poor work-related well-being reached a critical inflection point during the COVID-19 pandemic. This article applies a novel conceptual model informed by the Total Worker Health® approach to identify and describe multilevel stressors and protective factors that affected frontline physicians' work environments and work-related well-being. We conducted a qualitative study of hospital-based physicians from multiple hospital types in Los Angeles and Miami who cared for COVID-19 patients. Semistructured interviews lasting 60-90 min were conducted over Zoom. Interview transcripts were thematically coded using Dedoose qualitative software. The final sample of 66 physicians worked in 20 hospitals. Stressors in the social, political, and economic environment included dealing with the politicization of COVID-19, including vaccine hesitancy; state and federal governmental COVID-19 policies and messaging; and shifting CDC guidance. Employment and labor pattern stressors included the national nursing shortage, different policies for paid time off, furloughs, reduced pay, and layoffs. Organizational-level stressors included institutional policies, staffing constraints and high patient volume (i.e., increased number of cases and longer lengths of stay), and perceived poor leadership. At the individual worker level, stressors included concerns about viral transmission to family, strained personal relationships, and work-life fit, particularly for those with young children. Respondents identified promising protective factors at multiple levels, including responsive state leadership, job security, concrete opportunities to provide input into institutional policy, strong leadership and communication, and feeling cared for by one's institution. Findings support a multi-level strategy that acknowledges internal organizational and external factors shaping clinicians' work-related well-being, consistent with the Total Worker Health® approach.

The masculinization of deprivation: Transformations in industrial and labor patterns and the emergence of the Men’s Crisis in Japan

ABSTRACT A movement for gender equality, begun in earnest in the 1970s, has prompted fundamental changes to work and family lives in Japan. Despite this, discussions about shifting gender structures have frequently focused on women, leaving men’s gender issues in the shadows. This article explores the last 50 years of labor and family changes from a gendered perspective, and the major historical and civilizational shifts behind those changing patterns. Focusing specifically on a crisis of masculinity, which I label the “Men’s Crisis,” this article examines the structural transformations in industry, labor, and society that we are currently confronting. Since the 1990s, the “Men’s Crisis” has become increasingly visible in Japanese society. Because the “Men’s Crisis” is spreading as an unidentified, invisible problem today, most men feel an unexplained, or unexplainable, deprivation. In other words, what I call the “masculinization of deprivation” has emerged. In order to advance gender equality and increase women’s participation in society, we must also contend with the vital policies surrounding men as gendered people, which have been ignored in the past. In particular, significant policy proposals are necessary, specifically those that acknowledge men’s needs for counseling and advice, as well as the links between men and care.

Wysiłek emocjonalny jako podstawowa zasada miłości (dworskiej). Romans z Anomenem w Baldur’s Gate II


 
 
 The article undertakes an analysis of the only romantic plot for a female character in Baldur’s Gate II: Shadows of Amn, namely the romance with Anomen, one of the player character’s potential companions. The analysis focuses primarily on how this romance adapts themes of courtly love to the poetics of the digital game medium. Courtly love is treated here not as a realistically depicted medieval tradition but rather as an established pop-cultural reference to the literature of the period, and as an element of contemporary depictions of the Middle Ages, often serving as a way to present contemporary themes and beliefs. The analysis therefore aims to explore how the theme can be employed to reproduce contemporary patterns of romantic relationships within a game, and in the case of Anomen, how it reproduces patterns of unequal emotional labor in heterosexual relationships. The article thus seeks to show how digital games can function as tools of cultural discourse of love by implementing certain patterns of romantic love through their specific means of expression.
 
 

New Migration Trends in Zambia

The purpose of the study is a comprehensive analysis of key migration flows in the Republic of Zambia in recent decades. The methodological basis is an integrated approach to the study of migration processes in the context of the socio-economic development of the Republic on the basis of international and national statistics. The main research method is statistical analysis. The primary research tasks were the following: tracing general migration trends in the country; identifying trends and patterns of labor and forced migration in Zambia; establishing the features and structure of emigration; analyzing approaches to working with the diaspora in the context of the country’s development in the medium term. International migration is also widespread in Zambia. On the one hand, highly qualified specialists are emigrating from the country. On the other hand, Zambia attracts refugees and labor migrants from neighboring countries. Thus, the Republic of Zambia acts as a country of origin, transit and destination for migrants from neighboring states and other regions. Migration is an integral part of the country's economy and contributes to its sustainable socio-economic development. As a result, migration should be considered not as a problem, but as an opportunity for the development of the state, society and households.

The Extent of Market Dependence and Expenditure Pattern of Casual Labour in Rajasthan

The study examined the challenges casual labour households faced in Rajasthan, specifically in terms of inefficiency, low wage rates and low consumption. Two categories of casual labour, i.e., rural and urban, were analysed using the primary data collected at four intervals during 2019-2020. The findings revealed that the Public Distribution System (PDS) played a significant role in ensuring food security for labour households, particularly in providing cheaper grains. Additionally, higher expenses on electricity, travel, education and agricultural inputs posed financial strain for both rural and urban households. Consequently, the study underscored the importance of targeted policy interventions to promote healthier consumption behaviours, address addiction issues and enhance livelihood sustainability among casual labour households in Rajasthan.