How to deal with the suffering: Utility of an emotional containment strategy to collect data for verbal autopsies in Mexico.

Verbal autopsies are often used to establish cause of death but can be emotionally taxing on the interviewers. We conducted focus groups with interviewers (N = 15) who collected data for verbal autopsies in Mexico in order to explore the utility of an emotional containment strategy designed to boost self-confidence and resilience. The interviewers reflected on broader cultural perspectives on illness and death and described the strategy as helpful in developing strategies to manage emotionally stressful situations and develop their confidence in their work performance. This type of intervention may be useful for field personnel who perform verbal autopsy interviews.KEY MESSAGESIn low- and middle-income countries with less reliable statistics systems, a significant proportion of deaths is not certified by a professional doctor. This complicates the registration of causes of death, which is a crucial issue for health systems. In the absence of reliable vital statistics systems, verbal autopsies (VA) offer an alternative for establishing cause of death.In response to emotional crises leading to resignations among the interviewers while testing an instrument for collecting VA, we designed an emotional containment strategy (ECS). It was specifically crafted to boost the self-confidence and resilience of participants in addition to enhancing their capacity for emotional recovery and to regain a functional state. In order to explore ECS results we conducted a qualitative cross-sectional study with four focus groups of interviewers who collected VA.The results obtained were positive, the interviewers were able to perform their work better by overcoming the emotional crisis that occurred both in them and in the people they interviewed.We recommend developing this type of intervention with all field staff performing verbal autopsy interviews, not only as a resource for emotional health, but also as a means of achieving better-quality data collection.

Epidemiología de la hipertensión arterial en adultos mexicanos: diagnóstico, control y tendencias. Ensanut 2020.

Objetivo. Describir la prevalencia de hipertensión arterial (HTA) en adultos mexicanos, la proporción que tiene tensión arterial (TA) controlada y la tendencia en el periodo 2018-2020. Material y métodos. Se midió la TA a 9 844 adultos en la Encuesta Nacional de Salud y Nutrición (Ensanut) 2020. Se consideró que tenían HTA o TA controlada cuando cumplían los criterios del Seventh Joint National Committee (JNC-7) o American Heart Association (AHA). Resultados. La prevalencia de HTA fue 49.4% (según AHA), de los cuales 70% desconocía su diagnóstico. Según la clasificación JNC-7, 30.2% de los adultos tenía HTA y 51.0% ignoraba su diagnóstico. Entre adultos con diagnóstico previo de HTA, 54.9% tuvo TA controlada. Entre el periodo 2018-2020 no se observaron cambios en las prevalencias. Conclusiones. Al menos un tercio de los adultos mexicanos tiene HTA y de ellos al menos la mitad no habían sido diagnosticados. Debe evaluarse la pertinencia de los actuales programas de diagnóstico de HTA porque el subdiagnóstico y mal control pueden ocasionar complicaciones y la muerte.

Factors associated with delays in the search for care in under-5 deaths in Yucatán, Mexico.

OBJECTIVE: We examined delays during the search for care and associations with mother, child, or health services characteristics, and with symptoms reported prior to death. MATERIALS AND METHODS: Cross-sectional study compris-ing household interviews with 252 caregivers of children under-5 who died in the state of Yucatán, Mexico, during 2015-2016. We evaluated the three main delays: 1) time to identify symptoms and start search for care, 2) transport time to health facility, and 3) wait time at health facility. RESULTS: Children faced important delays including a mean time to start the search for care of 4.1 days. The mean transport time to the first facility was longer for children enrolled in Seguro Popular and there were longer wait times at public facilities, especially among children who also experienced longer travel time. CONCLUSIONS: Providing resources to enable caregiv-ers to access health services in a timely manner may reduce delays in seeking care.

Unintentional injuries in Mexico, 1990-2017: findings from the Global Burden of Disease Study 2017.

BACKGROUND: To date, the burden of injury in Mexico has not been comprehensively assessed using recent advances in population health research, including those in the Global Burden of Disease Study 2017 (GBD 2017). METHODS: We used GBD 2017 for burden of unintentional injury estimates, including transport injuries, for Mexico and each state in Mexico from 1990 to 2017. We examined subnational variation, age patterns, sex differences and time trends for all injury burden metrics. RESULTS: Unintentional injury deaths in Mexico decreased from 45 363 deaths (44 662 to 46 038) in 1990 to 42 702 (41 439 to 43 745) in 2017, while age-standardised mortality rates decreased from 65.2 (64.4 to 66.1) in 1990 to 35.1 (34.1 to 36.0) per 100 000 in 2017. In terms of non-fatal outcomes, there were 3 120 211 (2 879 993 to 3 377 945) new injury cases in 1990, which increased to 5 234 214 (4 812 615 to 5 701 669) new cases of injury in 2017. We estimated 2 761 957 (2 676 267 to 2 859 777) disability-adjusted life years (DALYs) due to injuries in Mexico in 1990 compared with 2 376 952 (2 224 588 to 2 551 004) DALYs in 2017. We found subnational variation in health loss across Mexico's states, including concentrated burden in Tabasco, Chihuahua and Zacatecas. CONCLUSIONS: In Mexico, from 1990 to 2017, mortality due to unintentional injuries has decreased, while non-fatal incident cases have increased. However, unintentional injuries continue to cause considerable mortality and morbidity, with patterns that vary by state, age, sex and year. Future research should focus on targeted interventions to decrease injury burden in high-risk populations.

Moving beyond essential interventions for reduction of maternal mortality (the WHO Multicountry Survey on Maternal and Newborn Health): a cross-sectional study.

BACKGROUND: We report the main findings of the WHO Multicountry Survey on Maternal and Newborn Health (WHOMCS), which aimed to assess the burden of complications related to pregnancy, the coverage of key maternal health interventions, and use of the maternal severity index (MSI) in a global network of health facilities. METHODS: In our cross-sectional study, we included women attending health facilities in Africa, Asia, Latin America, and the Middle East that dealt with at least 1000 childbirths per year and had the capacity to provide caesarean section. We obtained data from analysis of hospital records for all women giving birth and all women who had a severe maternal outcome (SMO; ie, maternal death or maternal near miss). We regarded coverage of key maternal health interventions as the proportion of the target population who received an indicated intervention (eg, the proportion of women with eclampsia who received magnesium sulphate). We used areas under the receiver operator characteristic curves (AUROC) with 95% CI to externally validate a previously reported MSI as an indicator of severity. We assessed the overall performance of care (ie, the ability to produce a positive effect on health outcomes) through standardised mortality ratios. RESULTS: From May 1, 2010, to Dec 31, 2011, we included 314,623 women attending 357 health facilities in 29 countries (2538 had a maternal near miss and 486 maternal deaths occurred). The mean period of data collection in each health facility was 89 days (SD 21). 23,015 (7.3%) women had potentially life-threatening disorders and 3024 (1.0%) developed an SMO. 808 (26.7%) women with an SMO had post-partum haemorrhage and 784 (25.9%) had pre-eclampsia or eclampsia. Cardiovascular, respiratory, and coagulation dysfunctions were the most frequent organ dysfunctions in women who had an SMO. Reported mortality in countries with a high or very high maternal mortality ratio was two-to-three-times higher than that expected for the assessed severity despite a high coverage of essential interventions. The MSI had good accuracy for maternal death prediction in women with markers of organ dysfunction (AUROC 0.826 [95% CI 0.802-0.851]). INTERPRETATION: High coverage of essential interventions did not imply reduced maternal mortality in the health-care facilities we studied. If substantial reductions in maternal mortality are to be achieved, universal coverage of life-saving interventions need to be matched with comprehensive emergency care and overall improvements in the quality of maternal health care. The MSI could be used to assess the performance of health facilities providing care to women with complications related to pregnancy. FUNDING: UNDP-UNFPA-UNICEF-WHO-World Bank Special Programme of Research, Development and Research Training in Human Reproduction (HRP); WHO; USAID; Ministry of Health, Labour and Welfare of Japan; Gynuity Health Projects.

Evaluation of the quality of antenatal care using electronic health record information in family medicine clinics of Mexico City.

BACKGROUND: Evaluation of the quality of antenatal care (ANC) using indicators should be part of the efforts to improve primary care services in developing countries. The growing use of the electronic health record (EHR) has the potential of making the evaluation more efficient. The objectives of this study were: (a) to develop quality indicators for ANC and (b) to evaluate the quality of ANC using EHR information in family medicine clinics (FMCs) of Mexico City. METHODS: We used a mixed methods approach including: (a) in-depth interviews with health professionals; (b) development of indicators following the RAND-UCLA method; (c) a retrospective cohort study of quality of care provided to 5342 women aged 12-49 years who had completed their pregnancy in 2009 and attended to at least one ANC visit with their family doctor. The study took place in four FMCs located in Mexico City. The source of information was the EHR. SAS statistical package served for programing and performing the descriptive statistical analysis. RESULTS: 14 ANC quality indicators were developed. The evaluation showed that 40.6% of women began ANC in the first trimester; 63.5% with low-risk pregnancy attended four or more ANC visits; 4.4% were referred for routine obstetric ultrasound, and 41.1% with vaginal infection were prescribed metronidazole. On average, the percentage of recommended care that women received was 32.7%. CONCLUSIONS: It is feasible to develop quality indicators suitable for evaluating the quality of ANC using routine EHR data. The study identified the ANC areas that require improvement; which can guide future strategies aimed at improving ANC quality.

Association between serum uric acid levels and cardiovascular risk among university workers from the State of Mexico: a nested case-control study.

BACKGROUND: Recent evidence suggests that serum uric acid (SUA) can be an inexpensive and easy-to-obtain indicator of cardiovascular risk (CR). This is especially important in developing countries with high prevalence of cardiovascular disease. We examined the association between SUA levels and 10-year global CR among university workers from the State of Mexico, Mexico. METHODS: A case-control study nested within a cohort was conducted between 2004 and 2006. Anthropometric measures, lifestyle variables, family background and CR factors were assessed. The analysis estimated odds ratios using conditional logistic regression. RESULTS: The study included 319 cases with CR and 638 controls. Subjects in the upper tertile of SUA had 48.0% higher odds of having an elevated CR than those in the lower tertile (OR = 1.48, 95% CI: 1.04-2.10) in the crude analysis, but the association was non-significant when adjusting for other covariates. Among physically inactive individuals, being in the third tertile of SUA doubled the odds of high CR, compared with those who perform physical activity three or more hours per week being in the first tertile of SUA (OR = 2.35, 95% CI: 1.24-4.45). CONCLUSION: Serum concentration of uric acid is associated with 10-year global CR among individuals with high levels of physical inactivity.

[Effect of a community-based intervention to improve the knowledge on the warning signs of maternal complications among Mayan women from Yucatan randomized controlled trial]. / Efecto de una intervención comunitaria para mejorar conocimientos sobre signos de alarma de complicaciones maternas en mujeres mayas de Yucatán, ensayo controlado, aleatorizado.

OBJECTIVE: To evaluate a community-based intervention aimed to improve women's knowledge on alarm signs for preeclampsia-eclampsia, obstetrical hemorrhage, and puerperal sepsis, in Mayan pregnant women in the state of Yucatan, Mexico, in 2008, using participatory methodology. MATERIAL AND METHODS: Community-based randomized controlled trial, with experimental (n = 28) and control (n = 28) groups. Participatory strategies with translators of Mayan language were used. Analysis of differences in differences was carried out to evaluate the effect of intervention. RESULTS: The intervention increased knowledge on alarm signs for preeclampsia-eclampsia in 42.9% (p = 0.012), obstetrical hemorrhage in 32.1% (p = 0.071) and puerperal sepsis in 25.0% (p = 0.659). Control group increased 32.1% (p = 0.033) knowledge on alarm signs for puerperal sepsis. Overall effect of intervention was 33.3% (p = 0.007). CONCLUSIONS: The community-based intervention improved overall knowledge of women on alarm signs and specific knowledge on alarm signs for preeclampsia-eclampsia. It is necessary to spread this methodology, so that a greater number of women of the community will also be benefitted with the intervention.

[Situational profile and intervention strategy in the Mesoamerican region in maternal, neonatal and reproductive health area]. / Perfil situacional y estrategias de intervención en la región Mesoamericana en el área de salud materna, reproductiva y neonatal.

To present the main results of the regional situation diagnosis and intervention plan developed in 2010 as part of the planning activities of the Mesoamerican Health System by the Working Group on Maternal, Reproductive and Neonatal Health. A group of experts and representatives from countries in the region (Central America and nine southern Mexican states) conducted an exhaustive review of available data to construct a situational analysis and a review of effective practices for improving maternal, reproductive and neonatal health. Finally, the group proposed a regional action plan, defining regional goals and specific interventions. The situational diagnosis suggests that, although there has been progress in the last 10 years, maternal and neonatal mortality rates are still unnaceptably high in the region, with a substantial variability across countries. The group proposed as a regional goal the reduction of maternal and neonatal mortality in accordance with the Millenium Development Goals. The regional plan recommends specific maternal and neonatal health interventions emphasizing obstetric and neonatal emergency care, skilled birth attendance and family planning. The plan also includes a five year implementation strategy, along with training and evaluation strategies. The regional plan for maternal, neonatal and reproductive health has the potential to be successful, provided it is effectively implemented.

Advances and challenges on the path toward the SDGs: subnational inequalities in Mexico, 1990-2017.

BACKGROUND: The sustainable development goals (SDGs) have generated momentum for global health, aligning efforts from governments and international organisations toward a set of goals that are expected to reflect improvements in life conditions across the globe. Mexico has huge social inequalities that can affect access to quality care and health outcomes. The objective of this study is to analyse inequalities among Mexico's 32 states on the health-related SDG indicators (HRSDGIs) from 1990 to 2017. METHODS: These analyses rely on the estimation of HRSDGIs as part of the Global Burden of Disease study 2017. We estimated the concentration index for 40+3 HRSDGI stratified by Socio-demographic Index and marginalisation index, and then for indicators where inequalities were identified, we ran decomposition analyses using structural variables such as gross domestic product per capita, poverty and health expenditure. FINDINGS: Mexico has made progress on most HRSDGIs, but current trends in improvement do not appear to fast enough to meet 2030 targets. Out of 43 HRSDGIs, we identified evidence of inequality between Mexico's states for 30 indicators; of those, 23 HRSDGIs were unequal distributed affecting states with lower development and seven affecting states with higher development. The decomposition analysis indicates that social determinants of health are major drivers of HRSDGI inequalities in Mexico. INTERPRETATION: Modifying current trends for HRSDGIs will require subnational-level and national-level policy action, of which should be informed by the latest available data and monitoring on the health-related SDGs. The SDGs' overarching objective of leaving no-one behind should be prioritised not only for individuals but also for communities and other subnational levels.

Access and use of oxytocin for postpartum haemorrhage prevention: a pre-post study targeting the poorest in six Mesoamerican countries.

OBJECTIVES: Haemorrhage remains the leading cause of maternal mortality in Central America. The Salud Mesoamérica Initiative aims to reduce such mortality via performance indicators. Our objective was to assess the availability and administration of oxytocin, before and after applying Salud Mesoamérica Initiative interventions in the poorest health facilities across Central America. DESIGN: Pre-post study. SETTING: 166 basic-level and comprehensive-level health facilities in Belize, Guatemala, Honduras, Mexico, Nicaragua and Panama. PARTICIPANTS: A random sample of medical records for uncomplicated full-term deliveries (n=2470) per International Classification of Diseases coding at baseline (July 2011 to August 2013) and at first-phase follow-up (January 2014 to October 2014). INTERVENTIONS: A year of intervention implementation prior to first-phase follow-up data collection focused on improving access to oxytocin by strengthening supply chains, procurement, storage practices and pharmacy inventory monitoring, using a results-based financing model. PRIMARY AND SECONDARY OUTCOME MEASURES: Oxytocin availability (primary outcome) and administration (secondary outcome) for postpartum haemorrhage prevention. RESULTS: Availability of oxytocin increased from 82.9% to 97.6%. Oxytocin administration increased from 83.6% to 88.4%. Significant improvements were seen for availability of oxytocin (adjusted OR (aOR)=8.41, 95% CI 1.50 to 47.30). Administration of oxytocin was found to be significantly higher in Honduras (aOR=2.96; 95% CI 1.00 to 8.76) in reference to Guatemala at follow-up. CONCLUSION: After interventions to increase health facility supplies, the study showed a significant improvement in availability but not administration of oxytocin in poor communities within Mesoamerica. Efforts are needed to improve the use of oxytocin.

Bringing a health systems modelling approach to complex evaluations: multicountry applications in HIV, TB and malaria.

INTRODUCTION: Understanding how to deliver interventions more effectively is a growing emphasis in Global Health. Simultaneously, health system strengthening is a key component to improving delivery. As a result, it is challenging to evaluate programme implementation while reflecting real-world complexity. We present our experience in using a health systems modelling approach as part of a mixed-methods evaluation and describe applications of these models. METHODS: We developed a framework for how health systems translate financial inputs into health outcomes, with in-country and international experts. We collated available data to measure framework indicators and developed models for malaria in Democratic Republic of the Congo (DRC), and tuberculosis in Guatemala and Senegal using Bayesian structural equation modelling. We conducted several postmodelling analyses: measuring efficiency, assessing bottlenecks, understanding mediation, analysing the cascade of care and measuring subnational effectiveness. RESULTS: The DRC model indicated a strong relationship between shipment of commodities and utilisation thereof. In Guatemala, the strongest model coefficients were more evenly distributed. Results in Senegal varied most, but pathways related to community care had the strongest relationships. In DRC, we used model results to estimate the end-to-end cost of delivering commodities. In Guatemala, we used model results to identify potential bottlenecks and understand mediation. In Senegal, we used model results to identify potential weak links in the cascade of care, and explore subnationally. CONCLUSION: This study demonstrates a complementary modelling approach to traditional evaluation methods. Although these models have limitations, they can be applied in a variety of ways to gain greater insight into implementation and functioning of health service delivery.

Screen time and adiposity in adolescents in Mexico.

OBJECTIVE: To assess the association of time spent viewing television, videos and video games with measures of fat mass (BMI) and distribution (triceps and subscapular skinfold thicknesses (TSF, SSF)). DESIGN: Cross-sectional validated survey, self-administered to students to assess screen time (television, videos and video games) and lifestyle variables. Trained personnel obtained anthropometry. The association of screen time with fat mass and distribution, stratified by sex, was modelled with multivariable linear regression analysis, adjusting for potential confounders and correlation of observations within schools. SETTING: State of Morelos, Mexico. SUBJECTS: Males (n 3519) and females (n 5613) aged 11 to 18 years attending urban and rural schools in Morelos. RESULTS: In males, screen time of >5 h/d compared with <2 h/d was significantly associated with a 0.13 (95% CI 0.04, 0.23) higher BMI Z-score, 0.73 mm (95% CI 0.24, 1.22) higher SSF and 1.08 mm (95% CI 0.36, 1.81) higher TSF. The positive association of screen time with SSF was strongest in males aged 11-12 years. Sexual maturity appeared to modify the association in females; a positive association between screen time and SSF was observed in those who had not undergone menarche (P for trend = 0.04) but not among sexually mature females (P for trend = 0.75). CONCLUSION: Screen time is associated with fat mass and distribution among adolescent males in Mexico. Maturational tempo appears to affect the relationship of screen time with adiposity in boys and girls. Findings suggest that obesity preventive interventions in the Mexican context should explore strategies to reduce screen time among youths in early adolescence.

[The experience of the Mexican maternal health care program Arranque Parejo en la Vida]. / Participación social en salud: la experiencia del programa de salud materna Arranque Parejo en la Vida.

OBJECTIVE: To evaluate the implementation of its participative strategies and the creation of support networks for poor pregnant women. MATERIAL AND METHODS: A qualitative and comparative evaluation was carried on in four states. RESULTS: Coordination and community participation were relevant in relation with major resources allocation and availability, particularly housing and transportation. Governmental actors involvement and leadership favoured linking and coordination. Pregnant women used to valuate as the major support source the one provided by their kinship networks. CONCLUSIONS: To strengthen and to stimulate participative strategies is fundamental in zones with high maternal mortality rates. The wide appreciation of kinship networks, midwives and voluntaries' support to pregnant women in housing and transportation, suggests that these actors are a functional component of the support network; it is insufficient focusing the support network on health services and municipal authorities.

Physical activity and overweight/obesity in adult Mexican population: the Mexican National Health and Nutrition Survey 2006.

OBJECTIVE: To determine the association between physical activity and overweight/obesity in Mexican adults. MATERIAL AND METHODS: Cross-sectional design. Adults 20 to 69 years of age were included in the Mexican National Health and Nutrition Survey 2006 (ENSANUT 2006). The dependent variable was overweight/obesity and the independent variable was recalled physical activity. Analysis was by logistic regression, adjusting for sex, age, residence area, region, socioeconomic status, indigenous ethnicity, smoking, schooling, work activity, alcohol consumption and sitting time. RESULTS: Data from 15 901 adults were analyzed. The prevalence of overweight/obesity had an inverse association with physical activity among men but not among women. CONCLUSIONS: The practice of physical activity was negatively associated with the prevalence of overweight/obesity only in adult men. These results underscore the importance of promoting physical activity to prevent and control overweight/obesity.

Early hospital discharge and early puerperal complications.

OBJECTIVE: To evaluate the association between time of postpartum discharge and symptoms indicative of complications during the first postpartum week. MATERIALS AND METHODS: Women with vaginal delivery at a Mexico City public hospital, without complications before the hospital discharge, were interviewed seven days after delivery. Time of postpartum discharge was classified as early (<24 hours) or late (>25 hours). The dependent variable was defined as the occurrence and severity of puerperal complication symptoms. RESULTS: Out of 303 women, 208 (68%) were discharged early. However, women with early discharge and satisfactory prenatal care had lower odds of presenting symptoms in early puerperium than women without early discharge and inadequate prenatal care (OR 0.36; 95% confidence intervals = 0.17-0.76). CONCLUSIONS: There was no association between early discharge and symptoms of complications during the first postpartum week; the odds of complications were lower for mothers with early discharge and satisfactory prenatal care.

Obesity, overweight, screen time and physical activity in Mexican adolescents.

OBJECTIVE: To determine whether screen time and physical activity is related to overweight or obesity in adolescents. MATERIAL AND METHODS: Cross-sectional design. Adolescents aged 10 to 19 were included in the Mexican National Health and Nutrition Survey 2006 (ENSANUT 2006). The dependent variable was overweight or obesity; the independent variable was screen time. A logistic regression model was created to estimate the relationship of overweight and obesity to various factors, including screen time, physical activity, study vs. no study, age, sex, indigenous ethnicity, alcohol consumption and tobacco use. RESULTS: A total of 18 784 adolescents were included. A positive relation between screen time and overweight and obesity was found. CONCLUSIONS: Screen time is associated with overweight and obesity in Mexican adolescents.

Overweight and obesity in school children aged 5 to 11 years participating in food assistance programs in Mexico.

OBJECTIVE: To determine the association between overweight and obesity among Mexican school-aged children and participation in the Liconsa milk and the School Breakfast food assistance programs. MATERIAL AND METHODS: Data from 15 003 school-aged children included in the Mexican National Health and Nutrition Survey 2006 (ENSANUT 2006) were analyzed. Information on body mass index (BMI) and participation in food assistance programs was obtained. Descriptive analyses were conducted and logistic regression models were adjusted. RESULTS: Prevalence of overweight and obesity was 17.3% and 9%, respectively. No significant association between overweight and obesity and participation in Liconsa was found. Among school-aged children in the middle socioeconomic status quintile, those enrolled in the School Breakfast program were more likely to be overweight than those not enrolled (OR= 1.6, 95% CI 1.1, 2.3). CONCLUSIONS: We found no association between the Liconsa and the School Breakfast programs and overweight or obesity in school-aged children.

[Health expenditure related to disability. A study with poor population in Mexico]. / El gasto en salud relacionado con la condición de discapacidad. Un análisis en población pobre de México.

OBJECTIVE: To estimate the effect of disability and incapacity in health expenditure in poor households in Mexico. MATERIAL AND METHODS: This is an analysis of baseline survey of the Oportunidades evaluation. Households with siblings with structural disability or incapacity were identified, and health expenditure was estimated. RESULTS: In 15314 households analyzed, 10.1% had a sibling with structural disability, and 13.4% with mild or severe incapacity. The presence of structural disability was not associated with a higher expenditure in health care. The presence of mild or severe incapacity was associated with 97% higher expenditure in ambulatory care compared with households without incapacity. The poor households have higher health related expenditures. CONCLUSIONS: These results indicate that the incapacity to develop day to day activities has a significant impact on the out of pocket health expenditure. This impact is higher in poor households.

[Use of family planning services and its relationship with women's decision-making and support from their partner]. / Uso de servicios de planificación familiar de la Secretaría de Salud, poder de decisión de la mujer y apoyo de la pareja.

OBJECTIVE: To identify the influence of reproductive characteristics and women empowerment with the use of family planning services. MATERIAL AND METHODS: Cases and non-cases design with neighborhood controls (147 users and 146 non-users of family planning services during 2003), in Guanajuato State, Mexico. Various indexes were constructed to evaluate women's empowerment and its relationship with family planning use. RESULTS: The use of family planning services was positively and significantly associated with the woman's power to make decisions (High: OR 3.2, CI95% 1.4-7.4), a high level of communication with her partner on contraceptive use (OR 3.5, CI95% 1.4-9.3); and a greater number of pregnancies (> 6 children: OR 4.4, CI95% 1.4-13.8). CONCLUSION: Factors such as a high level of female decision-making and more partner support for contraceptive use are related to the use of family planning services. Therefore, developing strategies that involve men and support female empowerment could contribute to increasing the use of family planning services.