Context

Definition: Abortion is the termination of pregnancy by removing or expelling a fetus or fetus from the womb that resulted in or resulted from its death. Miscarriage can happen spontaneously due to complications during pregnancy or it can occur. Can we offer some solutions to do statistics and solve them?

Content

These data include the percentages and ages that the person undergoes with the abortion process

Notes on Specific Variables:

1. Period: This is the period in which the ratios were calculated.
2. Age_of_woman: The ages that vary between the females who have an abortion.

ObjectiveTo determine which characteristics and circumstances were associated with very early and second-trimester abortion.MethodsPaper and pencil surveys were collected from a national sample of 8,380 non-hospital U.S. abortion patients in 2014 and 2015. We used self-reported LMP to calculate weeks gestation; when LMP was not provided we used self-reported weeks pregnant. We constructed two dependent variables: obtaining a very early abortion, defined as six weeks gestation or earlier, and obtaining second-trimester abortion, defined as occurring at 13 weeks gestation or later. We examined associations between the two measures of gestation and a range of characteristics and circumstances, including type of abortion waiting period in the patients’ state of residence.ResultsAmong first-trimester abortion patients, characteristics that decreased the likelihood of obtaining a very early abortion include being under the age of 20, relying on financial assistance to pay for the procedure, recent exposure to two or more disruptive events and living in a state that requires in-person counseling 24–72 hours prior to the procedure. Having a college degree and early recognition of pregnancy increased the likelihood of obtaining a very early abortion. Characteristics that increased the likelihood of obtaining a second-trimester abortion include being Black, having less than a high school degree, relying on financial assistance to pay for the procedure, living 25 or more miles from the facility and late recognition of pregnancy.ConclusionsWhile the availability of financial assistance may allow women to obtain abortions they would otherwise be unable to have, it may also result in delays in accessing care. If poor women had health insurance that covered abortion services, these delays could be alleviated. Since the study period, four additional states have started requiring that women obtain in-person counseling prior to obtaining an abortion, and the increase in these laws could slow down the trend in very early abortion.

The Ukraine Demographic and Health Survey (UDHS) is a nationally representative survey of 6,841 women age 15-49 and 3,178 men age 15-49. Survey fieldwork was conducted during the period July through November 2007. The UDHS was conducted by the Ukrainian Center for Social Reforms in close collaboration with the State Statistical Committee of Ukraine. The MEASURE DHS Project provided technical support for the survey. The U.S. Agency for International Development/Kyiv Regional Mission to Ukraine, Moldova, and Belarus provided funding. The survey is a nationally representative sample survey designed to provide information on population and health issues in Ukraine. The primary goal of the survey was to develop a single integrated set of demographic and health data for the population of the Ukraine. The UDHS was conducted from July to November 2007 by the Ukrainian Center for Social Reforms (UCSR) in close collaboration with the State Statistical Committee (SSC) of Ukraine, which provided organizational and methodological support. Macro International Inc. provided technical assistance for the survey through the MEASURE DHS project. USAID/Kyiv Regional Mission to Ukraine, Moldova and Belarus provided funding for the survey through the MEASURE DHS project. MEASURE DHS is sponsored by the United States Agency for International Development (USAID) to assist countries worldwide in obtaining information on key population and health indicators. The 2007 UDHS collected national- and regional-level data on fertility and contraceptive use, maternal health, adult health and life style, infant and child mortality, tuberculosis, and HIV/AIDS and other sexually transmitted diseases. The survey obtained detailed information on these issues from women of reproductive age and, on certain topics, from men as well. The results of the 2007 UDHS are intended to provide the information needed to evaluate existing social programs and to design new strategies for improving the health of Ukrainians and health services for the people of Ukraine. The 2007 UDHS also contributes to the growing international database on demographic and health-related variables. MAIN RESULTS Fertility rates. A useful index of the level of fertility is the total fertility rate (TFR), which indicates the number of children a woman would have if she passed through the childbearing ages at the current age-specific fertility rates (ASFR). The TFR, estimated for the three-year period preceding the survey, is 1.2 children per woman. This is below replacement level. Contraception : Knowledge and ever use. Knowledge of contraception is widespread in Ukraine. Among married women, knowledge of at least one method is universal (99 percent). On average, married women reported knowledge of seven methods of contraception. Eighty-nine percent of married women have used a method of contraception at some time. Abortion rates. The use of abortion can be measured by the total abortion rate (TAR), which indicates the number of abortions a woman would have in her lifetime if she passed through her childbearing years at the current age-specific abortion rates. The UDHS estimate of the TAR indicates that a woman in Ukraine will have an average of 0.4 abortions during her lifetime. This rate is considerably lower than the comparable rate in the 1999 Ukraine Reproductive Health Survey (URHS) of 1.6. Despite this decline, among pregnancies ending in the three years preceding the survey, one in four pregnancies (25 percent) ended in an induced abortion. Antenatal care. Ukraine has a well-developed health system with an extensive infrastructure of facilities that provide maternal care services. Overall, the levels of antenatal care and delivery assistance are high. Virtually all mothers receive antenatal care from professional health providers (doctors, nurses, and midwives) with negligible differences between urban and rural areas. Seventy-five percent of pregnant women have six or more antenatal care visits; 27 percent have 15 or more ANC visits. The percentage is slightly higher in rural areas than in urban areas (78 percent compared with 73 percent). However, a smaller proportion of rural women than urban women have 15 or more antenatal care visits (23 percent and 29 percent, respectively). HIV/AIDS and other sexually transmitted infections : The currently low level of HIV infection in Ukraine provides a unique window of opportunity for early targeted interventions to prevent further spread of the disease. However, the increases in the cumulative incidence of HIV infection suggest that this window of opportunity is rapidly closing. Adult Health : The major causes of death in Ukraine are similar to those in industrialized countries (cardiovascular diseases, cancer, and accidents), but there is also a rising incidence of certain infectious diseases, such as multidrug-resistant tuberculosis. Women's status : Sixty-four percent of married women make decisions on their own about their own health care, 33 percent decide jointly with their husband/partner, and 1 percent say that their husband or someone else is the primary decisionmaker about the woman's own health care. Domestic Violence : Overall, 17 percent of women age 15-49 experienced some type of physical violence between age 15 and the time of the survey. Nine percent of all women experienced at least one episode of violence in the 12 months preceding the survey. One percent of the women said they had often been subjected to violent physical acts during the past year. Overall, the data indicate that husbands are the main perpetrators of physical violence against women. Human Trafficking : The UDHS collected information on respondents' awareness of human trafficking in Ukraine and, if applicable, knowledge about any household members who had been the victim of human trafficking during the three years preceding the survey. More than half (52 percent) of respondents to the household questionnaire reported that they had heard of a person experiencing this problem and 10 percent reported that they knew personally someone who had experienced human trafficking.

Hospital-based recruitment of females seeking termination of pregnancy or post-abortion care at a Zambian government health facility. The research used an innovative mixed methods interview which combined quantitative and qualitative techniques in one interview. Each participant was interviewed by two research assistants (RAs). One RA led the interview, using a conventional interview schedule in the manner of a qualitative semi-structured interview, while the second RA listened and, where possible, completed the quantitative ‘data sheet’. When the first RA has completed the qualitative part of the interview, interviewer two took over and asked the participant any remaining questions not yet answered on the data sheet. This technique allowed us to capture both the individual fine-grained narratives, which are not easily captured in a questionnaire-type survey, especially on such a sensitive area, as well as survey data. Rather than conducting an in-depth qualitative interview and a survey, our method reduced the burden on the respondent, avoiding repetition of questions and reducing the time taken. The quantitative data was used to establish the distribution of out-of-pocket expenses, for women and their households, incurred using hospital-based safe abortion and PAC services. Qualitative data established the range of reasons why women sought abortion, and why they used or did not use safe abortion services, and explored the social costs and benefits of their trajectories, and the policy implications. Unsafe abortion is a significant, preventable, cause of maternal mortality and morbidity and is both a cause and a consequence of poverty. Unsafe abortion is the most easily prevented cause of maternal death. Post-abortion care (PAC) is a strategy to address the problem of the outcomes of unsafe abortion.This research aims to establish how investment in safe abortion services impacts on the socio-economic conditions of women and their households, and the implications for policy-making and service provision in Zambia. The microeconomic impact of out-of-pocket health expenditure for reproductive health and abortion care, have received little attention.The data available for sub-Saharan Africa are particularly scanty and poor quality. The approach is multi-disciplinary, with primary data collection of both qualitative and quantitative data, including a quantitative survey and in-depth qualitative interviews with women who have sought PAC, and policymaker interviews. Zambia's relatively liberal legal context, and the existence of PAC provision facilitates research on issues related to abortion which can have broader lessons for developments elsewhere in the region.The majority of women seeking abortion-related care in Zambia do so for PAC following an unsafe abortion, and have not accessed safe abortion services.This demands better understanding and analysis. Over a 12 month period, all women identified as having undergone either a safe abortion or having received PAC following an attempted induced abortion at a Zambian government health facility were approached for inclusion in the study. We did not interview women identified as having received PAC following a spontaneous abortion. Undoubtedly, some women claiming to have had a spontaneous abortion had in fact attempted to induce an abortion, and at times medical evidence suggested so, however we could not interview them about the attempt as they were not willing to disclose any information on an attempted abortion. As part of the research team we employed two midwives working on the obstetrics and gynaecology ward to act as gatekeepers, identifying suitable women for recruitment and asking them to participate in the study. The research used an innovative mixed methods interview which combined quantitative and qualitative techniques in one interview. Each participant was interviewed by two research assistants (RAs). One RA led the interview, using a conventional interview schedule in the manner of a qualitative semi-structured interview, while the second RA listened and, where possible, completed the quantitative ‘data sheet’. When the first RA has completed the qualitative part of the interview, interviewer two took over and asked the participant any remaining questions not yet answered on the data sheet. This technique allowed us to capture both the individual fine-grained narratives, which are not easily captured in a questionnaire-type survey, especially on such a sensitive area, as well as survey data. Rather than conducting an in-depth qualitative interview and a survey, our method reduced the burden on the respondent, avoiding repetition of questions and reducing the time taken.

We have redacted locale information from both survey instruments and datasets, along with indentifiers of any related geographic information. We believe all other needed data is both included in the dataset, and can be understood using the materials included.

Context

This is clean data that contains many statistics about general assaults, robbery, and sexual harassment between 2015, and it shows the exact percentage for that year, and it is ready to work on it and do the analysis directly.

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General Indicators; 2. Attitude to the EC; 3. Attitude to abortion; 4. Smoking habits; 5. Product safety. Topics: 1. General Indicators: citizenship and eligibility to vote at place of residence; contentment with life; satisfaction with democracy; opinion leadership and frequency of political discussions; postmaterialism; frequency of obtaining news from television, radio and newspapers. 2. Attitude to the EC: knowledge about the EC and its institutions; hopes and fears for the future of the European Community; judgment on personal level of information about the EC; attitude to European unification and membership of one´s own country in the EC; advantages or disadvantages for the country from EC membership; regret of a possible failure of the EC; general assessment of the significance of the EC; attitude to a European Government and European Parliament; judgment on the possibilities for citizens to democratically influence EC decisions; preferred new EC member countries until the year 2000; significance of European unification for national or European identity of the individual; judgment on the EC Commission by means of a semantic differential; preference for national or European decision-making authority in selected political areas; knowledge about the start of the European domestic market; expectations of the European domestic market and reasons for hopes and fears; general attitude to the domestic market and to a European social policy; general significance of the European Parliament in selected political areas; attitude to an increasing significance of the parliament; agreement with an expanded transfer of authority to the EC in an economic and currency union as well as in a political unification; knowledge about the Maastricht conference, its resolutions and their contents; agreement or rejection of the Maastricht Treaty as well as selected components of the treaty; expected effects of the Maastricht Treaty for the EC, for one´s own country and for personal life; exchange of national identity for a European identity; chances of individual EC countries to join the economic and currency union; expected advantages or disadvantages for one´s own country from the economic and currency union; preference for European or national precedents in conflicts of laws; sense of justice and attitude to selected aspects of the legal system (scale); attitude to the European Court of Justice and the highest national court of law; judgment on the work of the highest European Court of Justice. 3. Attitude to abortion: attitude to the right to abortion and a European regulation regarding abortion. 4. Smoking habits: number of cigarettes smoked daily; desire to quit smoking or reduce use of cigarettes (split: in the second case the question was not about desire but intent); frequency of not smoking in order not to bother others present; reasonableness for a smoker to travel in the no-smoking compartment or vice versa for a non-smoker to travel in the smoking compartment; time of quitting smoking (for former smokers); presence of smokers at home, in one´s circle of friends, at work and at other places; frequency of requests to smokers not to smoke; perceived bother from smokers; frequency of personal passive smoking; assessment of jeopardy to health from passive smoking; attitude to a smoking ban in public institutions; extent of such a smoking prohibition in one´s own vicinity; perceived observance of the smoking ban; preference for smoking zones or no-smoking zones at work; preference for an independent solution among work colleagues or for a management decision; smoking regulations at one´s place of work and perceived observance of these rules; attitude to a prohibition of cigarette advertising; knowledge about prohibitions of advertising for cigarettes in one´s country; evaluation of the effectiveness of these prohibitions; knowledge about the European program to combat cancer. 5. Product safety: most important criteria in purchase of products; interest in the safety of products and services; significance of thesecurity aspect of products in the media, in school and in leisure time; assessment of the salience of consumer protection (scale); consumer areas in which one should place particular value on safety; consumer areas to which one attributes the greatest potential for jeopardy; those primarily responsible for product safety and the safety of services in selected product areas; expected comparability of security standard of products in Europe and desire for generally understandable safety codes; the same security standards in Europe; desire for cross-border signs and symbols for dangers at the beach, in the mountains and with fire; adequate extent to which citizens are informed about dangers to the environment; assessment of the usefulness of selected types of insurance; greatest sources of danger for older people and children in different age-groups; last accident at home in one´s family; person who had an accident; product or object which lead to the accident; one responsible for the accident. Demography: self-classification on a left-right continuum; party allegiance; party preference (Sunday question); behavior at the polls in the last election; union membership; marital status; age at end of education; resumption of school training after an interruption and length of school training; length of further education; sex; age; size of household; number of children in household; possession of durable economic goods; occupational position; weekly number of working hours; supervisor status; employment in the civil service or private enterprise (company sector); person managing household; position in household; age of head of household at end of education; occupation of head of household; supervisor status of head of household; self-assessment of social class; residential status; degree of urbanization; religious denomination; frequency of church attendance; religiousness; monthly household income; city size; region; possession of a telephone. Indices: opinion leadership (cognitive mobility); postmaterialism; attitude to Europe; status in profession; party preference on European level; EC support; support for the EC domestic market; media usage; ESOMAR Social Grade; life cycle. In the Federal Republic the following questions were also posed: use of selected sources of information about the EC; perceived EC topics; preferred sources of information about the European Community; assessment of the EC role in achieving equivalent standard of living between Eastern and Western Germany. In Great Britain and Northern Ireland the following question was also posed: knowledge and significance of the British EC presidency. In France, West Germany, United Kingdom, Spain and Italy the following questions were also posed: self-classification of knowledge about selected EC countries; naming the most pleasant, most conscientious, most efficient and most trustworthy EC countries; assessment of the achievability of conditions for joining the economic and currency union by one´s own country. Only in Italy the following questions were posed: assumed interest of new applicant countries in EC membership; attitude to a subordinate role of one´s own country in an economic and currency union; most important obstacles to participation in the economic and currency union; perceived readiness of the population for economic and social sacrifices for the benefit of an economic and currency union; judgment on selected economic and social disadvantages for Italy from the economic and currency union; willingness to sacrifice income for the benefit of European unification. In Denmark the following questions were also posed: knowledge about the monthly magazine ´ES-AVISSEN´ and its content; origin of the issues read; evaluation of information content in selected areas; preference for more frequent publication of this magazine. The following questions were posed only in Norway: highest school degree; further education and college attendance. Also encoded was: date of interview; length of interview; willingness of respondent to cooperate; number of contact attempts; ZIP (postal)code; identification of interviewer.

BackgroundBrucellosis poses serious public health implications and substantial economic losses in pastoral rural settings in South Sudan. In humans, brucellosis is almost always originating from animals. Current literature provides scant data regarding the seroprevalence of brucellosis in South Sudan. This cross-sectional study investigates the seroprevalence of brucellosis among the pastoral community and livestock and identifies risk factors for the disease from two Counties, Terekeka and Juba in Central Equatoria State (CES), South Sudan.MethodologyA total of 986 sera; from humans (n = 143), cattle (n = 478), sheep (n = 86), and goats (n = 279) were randomly collected from 17 cattle camps in CES. Sera for the humans, cattle and goats were screened for Brucella-specific antibodies using Rose Bengal plate test (RBPT) and further confirmed by competitive enzyme-linked immunosorbent assay (c-ELISA) in series due to the cost of testing. All the sera from sheep were tested in parallel using RBPT and c-ELISA as the sheep samples were few and were all tested negative on the RBPT. A camp was considered positive when at least one animal of either species tested positive on the c-ELISA. A structured questionnaire was used to collect information on potential individual and herd level risk factors. Univariate analysis using binary logistic regression with a confidence interval of 95% at a p-value of ≤ 0.05 was used to identify the association between the potential individual risk factors and Brucella seropositivity. The investigated risk factors for livestock included age, sex, species, prior abortion history, retained placenta, parity, and reproductive status. Variables found to have associations in univariate analysis (p = 0.25) with Brucella seropositivity were further included in multivariable logistic regression. The risk factors investigated for humans included, gender, age, educational level, occupation, marital status, drinking of raw milk, aiding female animals during delivery, eating undercooked meat and blowing of air into the cow’s uterus through the vagina, a practice in South Sudan.ResultsThe study revealed seroprevalence of 21.7%, 11.8%, and 4.8% in cattle, goats, and humans, respectively. Our results indicated that all sheep serum samples were negative on both RBPT and c-ELISA. The seropositive in the 13 camps from Terekeka County was 100.0% (13/13) compared to 50.0% (2/4) seropositive from 4 camps in Juba County. All the variables investigated in the univariate analysis of risk factors in cattle were significantly associated with Brucella seropositivity: sex (OR:4.5, 95% CI: 2.2–8.9, p

BackgroundVarious governmental and non-governmental organizations in Ethiopia are striving to decrease adolescent pregnancy by enacting laws against early marriage, developing a national youth and adolescent reproductive health strategy, legalizing abortion, and developing an HIV/AIDS policy for youth; however, the issue of teenage pregnancy& early motherhood remains a major concern.MethodsData were obtained from the Ethiopian Demographics and Health Survey (EDHS) in 2019. A total sample of 2210 adolescents was included in our study. Spatial autocorrelation, hotspot analysis, and spatial interpolation were used to observe significant spatial variation and clustering and to predict the prevalence of pregnancy in an unsampled area among adolescent girls in Ethiopia; a multilevel binary logistic regression model was fitted to identify factors associated with the outcome variable. The adjusted odds ratio was calculated with a 95% confidence interval, and the variables with a p-value 0.05 in the multivariable multilevel logistic regression were determined to be statistically significant.ResultsGlobal spatial autocorrelation analyses showed that the spatial distribution of late-adolescent pregnancy and early motherhood varied across Ethiopia (the Global Moran’s Index I value showed GMI = 0.014, P 0.001). The spatial distribution revealed a high cluster (hot spot) of late-adolescent pregnancy and early motherhood in most parts of Gambella, Afar, Benishangul-Gumuz, the eastern part of Oromia, and Somalia. In the multivariable multilevel analysis, being 17 years old (AOR = 3.43; 95% CI: 1.54–7.59), 18 years old (AOR = 14.92; 95% CI: 6.78–32.8), and 19 years old (AOR = 8.44; 95% CI: 4.06, 17.56), married (AOR = 25.38; 95% CI: 15.33, 42.02), having completed primary, secondary, and higher education (AOR = 0.45; 95% CI: 0.21–0.95), and being at Gambela (AOR = 3.64; 95% CI: 1.04, 12.75) were significant predictors of late adolescent pregnancy and early motherhood.ConclusionOverall, the prevalence of late-adolescent pregnancy and early motherhood was found to be high. At the individual level, marital status, educational attainment, and age of adolescents were significant predictors of pregnancy and early motherhood, and regions were found at a community level associated with pregnancy and early motherhood among late adolescents. Therefore, late-adolescent girls should be educated about menstruation, sexual intercourse, pregnancy, and contraceptives before they reach early adolescence.