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Mattsson H, Gustafsson J, Prada S, Jaramillo-Otoya L, Leckie G, Merlo J, Rodriguez-Lopez M. Mapping socio-geographical disparities in the occurrence of teenage maternity in Colombia using multilevel analysis of individual heterogeneity and discriminatory accuracy (MAIHDA). Int J Equity Health 2024; 23:36. [PMID: 38388886 PMCID: PMC10885464 DOI: 10.1186/s12939-024-02123-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Accepted: 02/07/2024] [Indexed: 02/24/2024] Open
Abstract
BACKGROUND The prevalence of teenage pregnancy in Colombia is higher than the worldwide average. The identification of socio-geographical disparities might help to prioritize public health interventions. AIM To describe variation in the probability of teenage maternity across geopolitical departments and socio-geographical intersectional strata in Colombia. METHODS A cross-sectional study based on live birth certificates in Colombia. Teenage maternity was defined as a woman giving birth aged 19 or younger. Multilevel analysis of individual heterogeneity and discriminatory accuracy (MAIHDA) was applied using multilevel Poisson and logistic regression. Two different approaches were used: (1) intersectional: using strata defined by the combination of health insurance, region, area of residency, and ethnicity as the second level (2) geographical: using geopolitical departments as the second level. Null, partial, and full models were obtained. General contextual effect (GCE) based on the variance partition coefficient (VPC) was considered as the measure of disparity. Proportional change in variance (PCV) was used to identify the contribution of each variable to the between-strata variation and to identify whether this variation, if any, was due to additive or interaction effects. Residuals were used to identify strata with potential higher-order interactions. RESULTS The prevalence of teenage mothers in Colombia was 18.30% (95% CI 18.20-18.40). The highest prevalence was observed in Vichada, 25.65% (95% CI: 23.71-27.78), and in the stratum containing mothers with Subsidized/Unaffiliated healthcare insurance, Mestizo, Rural area in the Caribbean region, 29.08% (95% CI 28.55-29.61). The VPC from the null model was 1.70% and 9.16% using the geographical and socio-geographical intersectional approaches, respectively. The higher PCV for the intersectional model was attributed to health insurance. Positive and negative interactions of effects were observed. CONCLUSION Disparities were observed between intersectional socio-geographical strata but not between geo-political departments. Our results indicate that if resources for prevention are limited, using an intersectional socio-geographical approach would be more effective than focusing on geopolitical departments especially when focusing resources on those groups which show the highest prevalence. MAIHDA could potentially be applied to many other health outcomes where resource decisions must be made.
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Affiliation(s)
- Hedda Mattsson
- Unit for Social Epidemiology, Faculty of Medicine, Lund University, Malmö, Sweden
| | - Johanna Gustafsson
- Unit for Social Epidemiology, Faculty of Medicine, Lund University, Malmö, Sweden
| | - Sergio Prada
- Fundación Valle del Lili, Centro de Investigaciones Clínicas, Cali, Colombia
- Universidad Icesi, Centro PROESA, Cali, Colombia
| | | | - George Leckie
- Centre for Multilevel Modelling, University of Bristol, Bristol, UK
| | - Juan Merlo
- Unit for Social Epidemiology, Faculty of Medicine, Lund University, Malmö, Sweden
| | - Merida Rodriguez-Lopez
- Unit for Social Epidemiology, Faculty of Medicine, Lund University, Malmö, Sweden.
- Fundación Valle del Lili, Centro de Investigaciones Clínicas, Cali, Colombia.
- Faculty of Health Science, Universidad Icesi, Calle 18 No. 122 -135, Cali, Colombia.
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Jakubowski A, Roos LL, Wall-Wieler E. Unwinding the tangle of adolescent pregnancy and socio-economic functioning: leveraging administrative data from Manitoba, Canada. BMC Pregnancy Childbirth 2023; 23:140. [PMID: 36870979 PMCID: PMC9985199 DOI: 10.1186/s12884-023-05443-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2022] [Accepted: 02/13/2023] [Indexed: 03/06/2023] Open
Abstract
BACKGROUND Understanding the relationship between adolescent pregnancy and adult education and employment outcomes is complicated due to the endogeneity of fertility behaviors and socio-economic functioning. Studies exploring adolescent pregnancy have often relied on limited data to measure adolescent pregnancy (i.e. birth during adolescence or self-reports) and lack access to objective measures of school performance during childhood. METHODS We use rich administrative data from Manitoba, Canada, to assess women's functioning during childhood (including pre-pregnancy academic performance), fertility behaviors during adolescence (live birth, abortion, pregnancy loss, or no history of pregnancy), and adult outcomes of high school completion and receipt of income assistance. This rich set of covariates allows calculating propensity score weights to help adjust for characteristics possibly predictive of adolescent pregnancy. We also explore which risk factors are associated with the study outcomes. RESULTS We assessed a cohort of 65,732 women, of whom 93.5% had no teen pregnancy, 3.8% had a live birth, 2.6% had abortion, and < 1% had a pregnancy loss. Women with a history of adolescent pregnancy were less likely to complete high school regardless of the outcome of that pregnancy. The probability of dropping out of high school was 7.5% for women with no history of adolescent pregnancy; after adjusting for individual, household, and neighborhood characteristics, the probability of dropping out of high school was 14.2 percentage points (pp) higher (95% CI 12.0-16.5) for women with live birth, 7.6 pp. higher (95% CI 1.5-13.7) for women with a pregnancy loss, and 6.9 pp. higher (95% CI 5.2-8.6) for women who had abortion. They key risk factors for never completing high school are poor or average school performance in 9th grade. Women who had a live births during adolescence were much more likely to receive income assistance than any other group in the sample. Aside from poor school performance, growing up in poor households and in poor neighborhoods were also highly predictive of receiving income assistance during adulthood. DISCUSSION The administrative data used in this study enabled us to assess the relationship between adolescent pregnancy and adult outcomes after controlling for a rich set of individual-, household-, and neighborhood-level characteristics. Adolescent pregnancy was associated with higher risk of never completing high school regardless of the pregnancy outcome. Receipt of income assistance was significantly higher for women having a live birth, but only marginally higher for those who had a pregnancy that ended in loss or termination, underlining the harsh economic consequences of caring for a child as a young mother. Our data suggest that interventions targeting young women with poor or average school marks may be especially effective public policy priorities.
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Affiliation(s)
- Aleksandra Jakubowski
- Department of Health Sciences, Department of Economics, Northeastern University, Boston, MA, USA
| | - Leslie L Roos
- Department of Community Health Sciences, Max Rady College of Medicine, University of Manitoba, Room S113 - 750 Bannatyne Avenue, Winnipeg, MB, R3E 0W3, Canada
| | - Elizabeth Wall-Wieler
- Department of Community Health Sciences, Max Rady College of Medicine, University of Manitoba, Room S113 - 750 Bannatyne Avenue, Winnipeg, MB, R3E 0W3, Canada.
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Gordon E. The Ethics of Medical Sexual Health Education and Its Provision. CURRENT SEXUAL HEALTH REPORTS 2022. [DOI: 10.1007/s11930-022-00330-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Abstract
Abstract
Purpose of Review
The purpose of this paper is to open a discussion of the ethics of medical sexual health education (SHE) and its provision in medical education. The paper utilizes a qualitative analysis of currently available literature on medical SHE and a medical ethics framework of the four prima facie principles of (1) respect for autonomy, (2) beneficence, (3) non-maleficence, and (4) justice, together with expert opinion. The result is a review of the ethics of medical SHE as well as the ethics of the decision to provide, or not to provide, comprehensive SHE.
Recent Findings
Recent literature has underscored the many ways in which comprehensive medical SHE supports trainees’ ability to provide sexual health care and improve their delivery of general health care, as well as the many ways sexual health is correlated with systemic health. The literature also provides evidence that the provision of comprehensive SHE is limited in undergraduate and graduate medical education. There is a dearth of literature specifically examining the ethics of medical SHE provision.
Summary
This analysis demonstrates the ways in which comprehensive medical SHE and its provision conforms with the principles of the ethical practice of medicine. The analysis also supports that a lack of inclusion of SHE in medical education programs may be a violation of these principles and increases the risk of future unethical practice by medical professionals.
MESH Headings: Ethics, Medical, Social justice, Sexual health, Sexuality, Human, Education, Medical, Undergraduate, Education, Medical, Graduate
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Mwenda V, Makena I, Ogweno V, Obonyo J, Were V. Effectiveness of interactive text messaging and structured psychosocial support groups on developmental milestones of children from adolescent pregnancies in Kenya: a quasi-experimental study (Preprint). JMIR Pediatr Parent 2022; 6:e37359. [PMID: 37126373 DOI: 10.2196/37359] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Revised: 07/23/2022] [Accepted: 08/23/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND In sub-Saharan Africa, one-quarter of all pregnancies occur in adolescents. Children born to adolescent mothers have poorer physical and socio-cognitive development. One reason may be inadequate knowledge on childcare and psychosocial support during pregnancy and post partum, since adolescent mothers have less antenatal care attendance and overall interaction with the health care system. Mobile health technology has been used to relay health information to special groups; however, psychosocial support commonly requires physical interaction. OBJECTIVE We aimed to assess the efficacy of an interactive mobile text messaging platform and support groups in improving adolescent mothers' knowledge and practices as well as infant growth and development. METHODS This was a quasi-experimental study, conducted among adolescent mothers with infants younger than 3 months, in Homa Bay County, Kenya. Five of the 8 subcounties in Homa Bay County were purposively selected as study clusters. Four subcounties were assigned as intervention clusters and 1 as a control cluster. Adolescent mothers from 2 intervention subcounties received interactive text messaging only (limited package), whereas those from the other 2 subcounties received text messaging and weekly support groups, moderated by a community health extension worker and a counselor (full package); the control cluster only received the end-line evaluation (posttest-only control). The follow-up period was 9 months. Key outcomes were maternal knowledge on childcare and infant development milestones assessed using the Developmental Milestones Checklist (DMC III). Knowledge and DMC III scores were compared between the intervention and control groups, as well as between the 2 intervention groups. RESULTS We recruited 791 mother-infant pairs into the intervention groups (full package: n=375; limited package: n=416) at baseline and 220 controls at end line. Attrition from the intervention groups was 15.8% (125/791). Compared with the control group, adolescent mothers receiving the full package had a higher knowledge score on infant care and development (9.02 vs 8.01; P<.001) and higher exclusive breastfeeding rates (238/375, 63.5% vs 112/220, 50.9%; P=.004), and their infants had higher average DMC III scores (53.09 vs 48.59; P=.01). The limited package group also had higher knowledge score than the control group (8.73 vs 8.01; P<.001); this group performed better than the full package group on exclusive breastfeeding (297/416, 71.4% vs 112/220, 50.9%; P<.001) and DMC III scores (58.29 vs 48.59; P<.001) when compared with the control group. We found a marginal difference in knowledge scores between full and limited package groups (9.02 vs 8.73; P=.048) but no difference in DMC III scores between the 2 groups (53.09 vs 58.29; P>.99). CONCLUSIONS An interactive text messaging platform improved adolescent mothers' knowledge on nurturing infant care and the development of their children, even without physical support groups. Such platforms offer a convenient avenue for providing reproductive health information to adolescents. TRIAL REGISTRATION Pan African Clinical Trials Registry PACTR201806003369302; https://tinyurl.com/kkxvzjse.
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Affiliation(s)
- Valerian Mwenda
- Department of Non-communicable Diseases, Ministry of Health, Nairobi, Kenya
- Field Epidemiology and Laboratory Training Program, Ministry of Health, Nairobi, Kenya
- Field Epidemiology Society of Kenya, Nairobi, Kenya
| | - Ireen Makena
- Department of Biological Sciences, Chuka University, Chuka, Kenya
| | - Vincent Ogweno
- Department of Pediatrics, University of Nairobi, NAIROBI, Kenya
| | - James Obonyo
- County Department of Health, Homa Bay County, Homa Bay, Kenya
| | - Vincent Were
- Kenya Medical Research Institute-Wellcome trust, Nairobi, Kenya
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Hamad AF, Walld R, Lix LM, Urquia ML, Roos LL, Wall-Wieler E. Data Resource Profile: The Manitoba Multigenerational Cohort. Int J Epidemiol 2021; 51:e65-e72. [PMID: 34519337 DOI: 10.1093/ije/dyab195] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2021] [Accepted: 08/24/2021] [Indexed: 11/13/2022] Open
Affiliation(s)
- Amani F Hamad
- Department of Community Health Sciences, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Randy Walld
- Department of Community Health Sciences, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Lisa M Lix
- Department of Community Health Sciences, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Marcelo L Urquia
- Department of Community Health Sciences, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada.,Dalla Lana School of Public Health, Centre for Global Health, University of Toronto, Toronto, Ontario, Canada
| | - Leslie L Roos
- Department of Community Health Sciences, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Elizabeth Wall-Wieler
- Department of Community Health Sciences, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
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Bain LE, Ahinkorah BO, Seidu AA, Budu E, Okyere J, Kongnyuy E. Beyond counting intended pregnancies among young women to understanding their associated factors in sub-Saharan Africa. Int Health 2021; 14:501-509. [PMID: 34520526 PMCID: PMC9450639 DOI: 10.1093/inthealth/ihab056] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2021] [Revised: 07/01/2021] [Accepted: 08/24/2021] [Indexed: 11/25/2022] Open
Abstract
Background In this article we report the prevalence and determinants of intended or wanted pregnancies among young women 15–24 y of age in selected sub-Saharan African countries. Methods This cross-sectional study used pooled data from current Demographic and Health Surveys conducted between 1 January 2010 and 31 December 2019 in 29 countries in sub-Saharan Africa (SSA). The sample size comprised 14 257 young women (15–24 y of age). Multivariable binary logistic regression models were used to present the results as adjusted odds ratios. Results The prevalence of intended pregnancies was 67.7%, with the highest and lowest prevalence in Gambia (89.9%) and Namibia (37.7%), respectively. Intended pregnancy was lower among young women who had knowledge of modern contraceptives, those with a secondary/higher education and those with four or more births. Lower odds of intended pregnancy were observed among young women in the richer wealth quintile and those who lived in southern Africa. Conclusions To reduce intended pregnancies in sub-Saharan African countries such as Gambia, Burkina Faso and Nigeria, there is a need for government and non-governmental organisations to recalibrate current and past interventions such as investment in increasing formal education for women and poverty alleviation programmes, as well as augmenting job creation, including skill-building. These interventions have to be sensitive to the cultural realities of each setting, especially with regards to early marriages and womanhood.
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Affiliation(s)
- Luchuo Engelbert Bain
- Lincoln International Institute for Rural Health, College of Social Science, University of Lincoln. Brayford Pool, Lincoln, Lincolnshire. LN6 7TS, UK.,Global South Health Research and Services, GSHS, Amsterdam, The Netherlands
| | - Bright Opoku Ahinkorah
- School of Public Health, Faculty of Health, University of Technology Sydney, Sydney, NSW, Australia
| | - Abdul-Aziz Seidu
- Department of Population and Health, University of Cape Coast, Cape Coast, Ghana.,College of Public Health, Medical and Veterinary Sciences, James Cook University, Australia.,Department of Estate Management, Takoradi Technical University, Takoradi, Ghana
| | - Eugene Budu
- School of Public Health, Faculty of Health, University of Technology Sydney, Sydney, NSW, Australia
| | - Joshua Okyere
- Department of Population and Health, University of Cape Coast, Cape Coast, Ghana
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Gordon EG. A Medical Education Recommendation for Improving Sexual Health and Humanism and Professionalism. Sex Med Rev 2020; 9:23-35. [PMID: 33250350 DOI: 10.1016/j.sxmr.2020.10.002] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2020] [Revised: 10/10/2020] [Accepted: 10/15/2020] [Indexed: 01/23/2023]
Abstract
INTRODUCTION Sexual health in the United States is poor, yet most physicians do not address the topic. Sexual health education (SHE) guidelines are available but not used. The lack of SHE in undergraduate medical education (UME) impacts sexual and general health outcomes, as SHE in UME increases physicians' awareness of and ability to address sexual health, which is bidirectionally correlated with other health. OBJECTIVE To design and assess the need, feasibility, and outcomes of an educational recommendation for increased incorporation of SHE in UME. METHODS Comprehensive literature review was used to assess current and future needs of SHE in UME and humanism and professionalism education (HPE). Qualitative analysis was used to assess a potential solution. The main outcome measure was an educational recommendation based on qualitative analysis of (1) the benefits of SHE and HPE in UME, (2) the SHE and HPE overlap, and (3) the potential effect of a formally combined delivery on UME and patient and practitioner outcomes. RESULTS Available literature on medical SHE supports increased SHE is necessary and should be incorporated into existing HPE whenever possible, secondary to numerous intersections. Qualitative analysis supports HPE could be enhanced when consistently exemplified through SHE, and this approach could be beneficial for (1) increased understanding, retention, application, and advocacy of both topics; (2) long-term improvement of sexual and general health at the patient and population levels; and (3) increased practice of humanism and professionalism, potentially resulting in better patient outcomes and professional satisfaction for physicians. CONCLUSION Cross-disciplinary qualitative analysis supports using SHE as the primary topic to teach HPE is a viable method to increase SHE and potentially creates physicians who address sexual health and practice with increased humanism and professionalism, leading to population-level sexual and general health improvements. Gordon EG. A Medical Education Recommendation for Improving Sexual Health and Humanism and Professionalism. Sex Med Rev 2021;9:23-35.
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Mitchell R, Braithwaite J. Evidence-informed health care policy and practice: using record linkage to uncover new knowledge. J Health Serv Res Policy 2020; 26:62-67. [PMID: 32326762 DOI: 10.1177/1355819620919793] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Record linkage of health data has been beneficial to inform the design, delivery and evaluation of health care practices, and to improve the quality of clinical care and patient outcomes. We discuss some of the key strengths and limitations of using record linkage as the basis of an evidentiary approach for improved health services, and for conducting health services research. We illustrate the benefits of linking information from disparate administrative data collections, uncovering new knowledge, and influencing health policy or clinical practice, or both. Continued advancement of data methods and models, infrastructure to support research, and, above all, making administrative data accessible, will help ensure more effective delivery of health care services.
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Affiliation(s)
- Rebecca Mitchell
- Associate Professor, Australian Institute of Health Innovation, Macquarie University, Australia
| | - Jeffrey Braithwaite
- Professor of Health Systems Research, Australian Institute of Health Innovation, Macquarie University, Australia
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Islam MK, Haque MR, Hema PS. Regional variations of contraceptive use in Bangladesh: A disaggregate analysis by place of residence. PLoS One 2020; 15:e0230143. [PMID: 32210443 PMCID: PMC7094853 DOI: 10.1371/journal.pone.0230143] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2019] [Accepted: 02/23/2020] [Indexed: 11/18/2022] Open
Abstract
This study advances current knowledge on contraceptive use in Bangladesh by providing new insights into the extent of regional variations in contraceptive use across rural and urban areas of Bangladesh. We examined the regional variations in contraceptive use among 15,699 currently married women ages 15-49 years using data from the 2014 Bangladesh Demographic and Health Survey (BDHS). Multivariate logistic regression models of contraceptive use were calibrated with sociodemographic attributes and cultural factors. Based on the aggregate sample (i.e., rural and urban combined), we found significant regional variations in contraceptive use across the administrative divisions in Bangladesh. Based on a disaggregate sample (i.e., rural and urban separately), we found that there were significant differences in divisional variations in contraceptive use in rural areas. In contrast, no significant variation in contraceptive use across divisions in urban areas of Bangladesh was found. More specifically, among women living in rural areas, the Rajshahi and Rangpur divisions had higher odds of contraceptive use than the Barisal division, whereas the Chittagong and Sylhet divisions had much lower odds of contraceptive use even after adjusting for selected sociodemographic attributes and cultural factors. A separate analysis of the divisional variations in usage of modern methods of contraception also revealed similar findings with only one exception. Findings of this study provide an evidence-based direction for adapting a pragmatic approach to reducing the divisional disparity of contraceptive use in rural areas of Bangladesh.
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Affiliation(s)
- Md. Kamrul Islam
- Prentice Institute for Global Population and Economy, University of Lethbridge, Alberta, Canada
| | - Md. Rabiul Haque
- Department of Population Sciences, University of Dhaka, Dhaka, Bangladesh
- * E-mail:
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Sommer PA, Kelley MA, Norr KF, Patil CL, Vonderheid SC. Mexican American Adolescent Mothers' Lived Experience: Grounded Ethnicity and Authentic Mothering. Glob Qual Nurs Res 2019; 6:2333393619850775. [PMID: 31192272 PMCID: PMC6539571 DOI: 10.1177/2333393619850775] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2018] [Revised: 04/10/2019] [Accepted: 04/19/2019] [Indexed: 12/17/2022] Open
Abstract
We conducted this qualitative, phenomenological study to further understanding of how second-generation Mexican American adolescent mothers perceive their young motherhood experience, drawing on the context of their Mexican heritage background. Through in-person interviews with 18 young mothers, we discerned shared essential meanings reconstructed around two major domains: (a) grounded ethnicity, a firm desire to remain true to and share their heritage culture, and (b) authentic mothering, strong relationality to their infants. We found that young mothers embraced their Mexican heritage mothering approaches, such as fostering familismo, valuing family above other obligations. The adolescents in this study sensed their young motherhood as an opportunity to protect and improve qualities of traditional familial cultural heritage, while absorbing elements of American culture to enhance the future for themselves and their infants. We discuss how providers can help reduce stigmatization and promote self-efficacy by respecting and partnering with young mothers to provide culturally congruent services.
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