| Literature DB >> 22184501 |
Vijayan K Pillai1, Rashmi Gupta.
Abstract
BACKGROUND: Research on reproductive health in developing countries focuses mostly on the role of economic development on various components of reproductive health. Cross-sectional and empirical research studies in particular on the effects of non-economic factors such as reproductive rights remain few and far between.Entities:
Keywords: abortion rights; developing countries; gender equality; globalization; millennium development goals; reproductive health; reproductive rights; social development
Mesh:
Year: 2011 PMID: 22184501 PMCID: PMC3241939 DOI: 10.3402/gha.v4i0.8423
Source DB: PubMed Journal: Glob Health Action ISSN: 1654-9880 Impact factor: 2.640
Fig. 1A rights-based model of reproductive health in developing countries.
Variables and their definitions
| Prenacar | Percent pregnant women who received prenatal care. |
| Daskill | Percent deliveries attended by skilled attendant. |
| Matmort1 | Maternal mortality ratio (per 100,000 live births). |
| Tfr | Total fertility rate (births per woman) |
| Stunted | Percentage of children stunted is the percentage of children under 5 years who have a height-for-age below minus two standard deviations of the National Center for Health Statistics (NCHS)/WHO reference median. |
| Birthw | Births per 1,000 women aged 15–19. |
| Infantm | Infant deaths per 1,000 births |
| Materind | This is an index composed of two variables. Leave: length of maternal leave (days). Second is the percentage of wages paid in covered period I, both variables were standardized and added to get the index ‘Materind.’ |
| Wosoc1 | It is extent of social rights. It is coded 0 if there are no social rights for women under law. Coded 1 if there are a few social rights for women under law. Coded 2 if there are some social rights for women under law Finally, it is coded 3, if almost all of women's social rights are guaranteed by law. |
| Adoptidx | This is an additive index composed of whether they signed or not (signatory or not); the type of agreement and number of authorities score. The type of agreement is scored as 6 for Ratification, 5 for accession, 4 for accession giving rise to an acceptance procedure, 3 for continuation, 2 for succession, 1 for denunciation, and 0 for no agreement. |
| Contra1 | Contraceptive prevalence rate (%) |
| Wenrol | Women's share of third level enrolment in percentage |
| Agedif | Singulate mean age at marriage, women – singulate mean age at marriage, men |
| Litdif | |
| Seat | Seats in parliament held by women (% of total) |
| Demindex | This is the economists’ intelligence Unit's index of democracy. The index is based on electoral process and pluralism, civil liberties, the functioning of the government, political participation, and political culture |
| Compete | This is one of the indicators of the well-known Vanhanen scale. It is calculated by subtracting the percentage of votes won by the largest party from 100. If data on the distribution of votes are not available, the value of this variable is calculated on the basis of distribution seats in the parliament ( |
| Partici | This is another indicator from the Vanhanen scale. The value of this variable is calculated from the total population, not from the total or enfranchised population. |
| So4 | The Political Terror Scale. Level 1: These countries enjoy secure rule of Law. Level 2: In these countries, there is a limited amount of imprisonment for non-violent political activity. Political murder is rare. Level 3: There is extensive political imprisonment, or a recent history of such imprisonment. Level 4: The practices of level 3 are expanded to larger numbers. Murders, disappearances and torture are a common part of life. Level 5: The terrors of level 4 have been expanded to the whole population. |
| Gini1 | Gini index |
| Pubexp1 | It is the proportion of allocation for public health expenditure percent of GDP |
| Ecoind1 | Average of indicators of land (land diversity and quality indicators), water (use and quality indicators), air (global and national indicators), species and genes (biodiversity indicators), and resource use (energy and materials consumption indicators). A higher score indicates greater ecosystem health. |
| Tele. | It is the average score of two indicators: telephone and Internet users per 10,000 population. A higher value indicates a greater level of communication. |
| Adultlit: | Adult literacy rate (% ages 15 or above) |
| Abindex | This is an index of three indicators: level of legal support for abortion; level availability of emergency contraception; level of access to EC (Prescri). Level of availability of emergency contraception (EC) is coded as follows. 0: no EC available; 1: [Progestin only] available 2: [Progestin+Estrogen Combined] available. 3: Both available and the variety of services. The level of access to EC is coded as follows: 1=if no EC available 2=if doctors’ prescription is needed to get EC; 3=available from the pharmacist; and 4=available at the counter. Availability of abortion is coded as follows. Available on request, 5; Permitted on broad social and health grounds, 4; Permitted on limited health grounds, 3; Permitted only for special cases (Rape, incest, to save a woman's life), 2; and illegal or permitted only to save a woman's life is coded 1. All three variables are standardized and added. |
| Gdpind | GDP per capita (PPP US$) |
Descriptive statistics for all variables in the reproductive rights–reproductive health modela
| Variable | Mean | SD | N of cases |
|---|---|---|---|
| Prenacar | 77.5588 | 21.31176 | 106 |
| Daskill | 66.4952 | 29.63568 | 113 |
| Birthwo | −77.4634 | 51.23799 | 134 |
| Tfr | 3.5410 | 1.71329 | 134 |
| Matmort1 | 277.7637 | 262.44864 | 117 |
| Infantm | 49.2702 | 36.88324 | 134 |
| Stunted | 25.1874 | 12.74087 | 140 |
| Materind | 60.5652 | 16.44313 | 136 |
| Wosoc1 | 1.1901 | 0.89072 | 125 |
| Adoptidx | 1.6456 | 3.38268 | 140 |
| Contra1 | 45.7880 | 21.72629 | 104 |
| Wenrol | 43.5608 | 12.33713 | 82 |
| Litdif | 10.24456 | −6.5735 | 130 |
| Agedif | −3.7548 | 1.71475 | 130 |
| Seat | 14.1449 | 8.83272 | 133 |
| Demindex | 5.0264 | 1.89037 | 131 |
| Compete | 35.4573 | 19.12024 | 121 |
| Partici | 34.3521 | 12.09552 | 121 |
| So4 | −2.7324 | 1.02394 | 136 |
| Gini1 | 42.4956 | 8.97022 | 98 |
| Ecoind1 | −46.7255 | 12.38403 | 140 |
| Pubexp1 | 54.5964 | 19.41691 | 123 |
| Adultlit | 77.1853 | 20.84435 | 137 |
| Tele | 19.0451 | 20.61147 | 140 |
| Abindex | 01.7613 | 0.45790 | 142 |
| Gdpind | 0.5930 | 0.1476 | 0.142 |
| Valid |
These statistics are for all variables in the model before imputation for missing values.
Factor loadings, reliability, and goodness of fit of variables from measurement models for the latent constructs in the reproductive rights–reproductive health model
| Latent variable | Observed | Slope | Scale reliability | Goodness of fit |
|---|---|---|---|---|
| Social | Tele | 0.786 | 0.791 | CFI=1.00 |
| Development | Adultlit | 0.986 | Rmsea=0.00 | |
| Pubexp1 | 0.332 | Hoelter=21,512 | ||
| Ecoind1 | 0.458 | |||
| Gini1 | −0.217 | |||
| Democracy | So4 | 0.702 | 0.482 | CFI=1.00 |
| Partici | 0.411 | Rmsea=0.102 | ||
| Compete | 0.462 | Hoeter=236 | ||
| Demindex | 0.922 | |||
| Gender | Seat | 0.190 | 0.762 | CFI=1.00 |
| Equality | Agedif | 0.880 | Rmsea=0.06 | |
| Litdif | 0.868 | Hoelter=256 | ||
| Wenrol | 0.809 | |||
| Reproductive rights | Materind | 0.449 | 0.559 | CFI=1.00 |
| Wosoc1 | 0.553 | Rmsea=0.00 | ||
| Adoptidx | 0.546 | Hoelter=473 | ||
| Contra1 | 0.508 | |||
| Reproductive health | Prenacar | 0.665 | 0.892 | CFI=1.00 |
| Tfr | −0.917 | Rmsea=0.00 | ||
| Marmort1 | −0.891 | Hoelter=375 | ||
| Infantm | −0.889 | |||
| Stunted | −0.766 | |||
| Birthwo | −0.789 | |||
| Daskill | 0.860 |
Validating hypothesis that reproductive health–social developmentis a two factor model versus it is one factor model
| One-factor model | Two-factor model | ||
|---|---|---|---|
| Indicators | Reproductive health factor loading | Reproductive health factor loading | Social development factor loading |
| Prenacar | 0.701 | 0.701 | |
| Tfr | −0.911 | −0.903 | |
| Matmort1 | −0.917 | −0.926 | |
| Infantm | −0.879 | −0.877 | |
| Stunted | −0.750 | −0.752 | |
| Birthwo | 0.767 | 0.758 | |
| Daskill | 0.904 | 0.907 | |
| Gini1 | −0.333 | −0.345 | |
| Ecoind1 | 0.594 | 0.581 | |
| Pubexp1 | 0.325 | 0.407 | |
| Adultlit | 0.811 | 0.806 | |
| Tele | 0.681 | 0.642 | |
| CFI=0.919 | CFI=0.962 | ||
| RMSEA=0.116 | RMSEA=0.098 | ||
Structural equation analysis of reproductive rights–reproductive health model: structural parameter estimates (standardized)
| Economic development | → | Gender equality=0.397 |
| Democracy | → | Gender equality=0.986 |
| Gender equality | → | Reproductive rights=0.174 |
| Social development | → | Reproductive rights=0.984 |
| Gender equality | → | Reproductive rights=0.174 |
| Economic development | → | Reproductive health=−.180 |
| Reproductive rights | → | Reproductive health=0.934 |
| Abortion rights | → | Reproductive health=0.082 |
| Goodness of fit | CFI=0.944; RMSEA=0.060; Hoelter=105 |
=p<0.05.
Fig. 2Structural equation model of reproductive rights and reproductive health.3 See Table 3 for variable names of latent constructs.
Fig. 3Reproductive rights as a mediating variable.