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Zeitschriftenartikel zum Thema "Pakistan. Federal Bureau of Statistics"

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Rashidin, Md Salamun, Sara Javed, Bin Liu und Wang Jian. „Ramifications of Households’ Nonfarm Income on Agricultural Productivity: Evidence From a Rural Area of Pakistan“. SAGE Open 10, Nr. 1 (Januar 2020): 215824402090209. http://dx.doi.org/10.1177/2158244020902091.

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Currently in Pakistan, the agricultural sector contributes up to 18.9% of the gross domestic product. As a result of modern science and technology development, the source of income for rural households is changing, and nonfarm income has become the main source. This study investigates the effects of nonfarm income on agricultural productivity in rural Pakistan. The current research data has been collected from the Pakistan Social and Living Standards Measurement Survey (PSLM) 2017–2018, a sample of rural and urban areas designed by Pakistan’s Federal Bureau of Statistics. In this study, Heckman’s two-step procedure is used to tackle the problems of endogeneity and selection bias. The first phase, probit regression, indicates that the accessibility of banks, motorable roads, forest, telecommunication substructure, montane grasslands, and shrublands zone affects nonfarm income. On the other hand, the second stage, ordinary least squares regression, found a negative impact of nonfarm income on per capita farm income. Furthermore, results reveal that nonfarm household income has a significant positive effect on agricultural productivity.
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Haleem, Saima, Mukhtyar Nabi und Saddam Hussain. „DETERMINANTS OF WOMEN EMPOWERMENT IN PAKISTAN: EXPLORING NEW DIMENSIONS FROM PSLM (2013-14)“. Pakistan Journal of Social Research 03, Nr. 04 (31.12.2021): 473–80. http://dx.doi.org/10.52567/pjsr.v3i4.309.

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Women empowerment means the authority provided to women in order to challenge any situation. This study aims to identifying the determinants of women empowerment and decision making. The data was collected from Pakistan Social & Living Standard Measurement Survey (PSLM), the Federal Bureau of Statistics, and Government of Pakistan 2013-14 by using some proxies obtainable in the data set. Here the researchers used Logistic Regression model to examine the determinants of women empowerment. Secondary data was obtained from various books, articles, journals, officially published data, factual accounts, and research work of researchers. The actual sample contains data from PSLM (from the ninth round of surveys conducted till June 2015). The descriptive statistics show the determinants which affect women’s decision making in the fields of employment and education. These factors are marital status, level of education, age factor, employment status, wealth quintiles, regions, and provinces. Keywords: Determinants, Women, Empowerment, PSLM
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Lorenz, Christian, und Muhammad Khalid. „Regional Health Accounts for Pakistan—Provincial and District Health Expenditures and the Degree of Districts Fiscal Autonomy on Health.“ Pakistan Development Review 48, Nr. 4II (01.12.2009): 621–34. http://dx.doi.org/10.30541/v48i4iipp.621-634.

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Since May 2009 the first National Health Accounts (NHA) for Pakistan have been finalised and published by Federal Bureau of Statistics (FBS) in cooperation with German Technical Cooperation (GTZ). This paper goes one step ahead the report and analyses in more detail the regional differences in health expenditure structures in Pakistan. The further analyses can be divided into four parts: health expenditures in provinces (Provincial Health Accounts, PHA),2 Punjab provincial and district governments health expenditures and its comparison with ADB figures, all districts of Pakistan and comparison between total district government and provincial government expenditure for each province; the latter calculation is applied as indication for the degree of fiscal autonomy of the districts in each province. Consequently we first analyse the provincial health expenditures by Financial Agents and compare them between the provinces which leads to very heterogeneous results (Section 2); the per capita health expenditures differ from 16 to 23 USD. Secondly, we compare NHA results on Punjab district government with available ADB results and present differences in methods as possible reasons for different results (Section 3). Third, we analyse district data of all district governments in all four Pakistani provinces on the level of detailed function codes in Section 4; the aim is to discover regional differences between districts of the same as well as of different provinces. Fourth, we analyse in Section 5 the degree of fiscal autonomy on health of the districts in each province; therefore we review the ordinance description and compare total district government with total provincial government expenditures per province. Finally we give recommendations for future rounds of NHA in Pakistan regarding formats and necessities of detailed health expenditure data collection to ensure evidence based decision-making not only on federal, but also on provincial and district level. JEL classification: H51, I1, O18, R1 Keywords: National Health Accounts, Health Expenditures, Regional Comparison, Regional Accounts, Fiscal Autonomy, Pakistan
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Fatima, Iqra. „The Spatial-Temporal Epidemiology Analysis of Tuberculosis Disease in Pakistan“. Quaid-e-Awam University Research Journal of Engineering, Science & Technology 19, Nr. 2 (27.12.2021): 60–67. http://dx.doi.org/10.52584/qrj.1902.10.

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In spite of significant progress, Tuberculosis (TB) remains a severe national health issue in Pakistan. However, very few studies have been done on the spatial-temporal appraisal of tuberculosis in Pakistan. The current research is based on the TB disease dataset obtained from the Pakistan Bureau of Statistics from 2015 to 2019. The study has focused on assessing Spatial epidemiology statistics and spatial autocorrelation to detect the cluster of TB disease incidence rate (IR) for New, Male, Female and total TB patients at the provincial and territorial levels in Pakistan. The spatial epidemiology statistics and spatial autocorrelation have been measured the temporal trends of TB IR as per 100,000 population. The global and local spatial autocorrelation of TB IR has been analyzed by the global Moran's I and Anselin's Local Moran's using GeoDa software and ArcGIS tool. Results show that the IR in Pakistan exhibited a progressive decrease from 2015 to 2018 but showed an unexpected increase in 2019. It is also critically analyzed that the Punjab, Sindh, Khyber Pakhtunkhwa, and Azad Jammu Kashmir provinces and territories (Federally Administered Tribal Areas (FATA) were at high risk with a higher rate of IR. Despite this, the fact is that the global spatial autocorrelation has not been identified across provincial and territorial levels in Pakistan. In the five-year study, datasets have been observed the individual provinces and territories that indicate negative local spatial autocorrelation of Low-high provinces and territories, such as Balochistan and Islamabad Capital Territory (ICT).
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Jamal, Haroon. „Poverty and Inequality during the Adjustment Decade: Empirical Findings from Household Surveys“. Pakistan Development Review 42, Nr. 2 (01.06.2003): 125–35. http://dx.doi.org/10.30541/v42i2pp.125-135.

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This paper investigates the dynamics of poverty and inequality in Pakistan over the period 1988-1999. The year 1988 was the year of the first formal Structural Adjustment Lending (SAL) from the World Bank and the IMF. Thus, this analysis facilitates the debate regarding the impact of SAL on household welfare and poverty. This is done by analysing changes in poverty and inequality from two comparable household income and expenditure surveys conducted by the Federal Bureau of Statistics. Our findings show an increase both in the Gini coefficient from 0.34 to 0.38 and poverty incidence from 24 to 30. The dynamic decomposition of the poverty index indicates the relative importance of growth and redistribution effects in explaining the changes in poverty. The analysis reveals that increase in poverty can mainly be attributed to low economic growth during the decade especially in the rural areas.
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Ikram, Amir, Qin Su und Muhammad Asif Sadiq. „Technical Efficiency And Its Determinants: An Empirical Study Of Surgical Instruments Cluster Of Pakistan“. Journal of Applied Business Research (JABR) 32, Nr. 2 (01.03.2016): 647. http://dx.doi.org/10.19030/jabr.v32i2.9601.

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The empirical study was conducted to examine the technical efficiency of SMEs in the export-oriented surgical instruments cluster of Sialkot, Pakistan. Data was collected through survey questionnaire from 70 SMEs, listed at Census of Manufacturing Industries and Federal Bureau of Statistics. For data analysis, Cobb-Douglas production function and an inefficiency model based on stochastic frontier approach, estimated through OLS method, were employed. The study draws on its inferences from both the qualitative and quantitative data. There was widespread prevalence of technical inefficiencies and provision of indirect inputs, labor, material and energy found to be significant determinants of technical efficiency. Moreover, this export-oriented industrial cluster is shown to experience constant returns to scale. Provision of proximate specialized surgical instruments and raw-material market is recommended. We also put forward cluster-specific suggestion of pursuing of 'triple-helix+1' model, whereby local community is integrated with the traditional triple helix forces. It was further advocated that by reducing the prevailing technical inefficiency in this urbanization economy, productivity can be enhanced by as much as 5.6%. Implications for cluster-based industries are drawn from our findings to provide pragmatic recommendations to both policymakers and prospective entrepreneurs.
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Afzal, Mohammad, M. Framurz Khan Kayani und Ali Mohammad. „An Indirect View of the Fertility Changes in Pakistan“. Pakistan Development Review 32, Nr. 4II (01.12.1993): 1081–96. http://dx.doi.org/10.30541/v32i4iipp.1081-1096.

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An effort has been made in this paper to arrive at some indirect assessment of the levels of birth rates from the same survey data sources. The basis for this approach is the internal consistency of the relevant data.! Ideally, in a series of repeated surveys the variations ih the estimated yearly rates should be only due to the sampling and non-sampling errors and not due to changes in the numerator or the denominator resulting from variations in the procedures of measurement. In other words, such changes if any, should not result in any erratic variations between the estimates of one series to the other, otherwise they may lead to some erroneous inference about the levels and trends. Let us now have a look at the crude birth and death rates for Pakistan, as reported from different surveys. From Table 1 it is clearly evident that the crude birth rate as reported from yearly repeated surveys (pGE, PGS and PDS series), show erratic up and down movements over the years 1962-65 through 1988, with the level of the rate remaining over 40 [Farooqui and Farooq (1971); Government of Pakistan (1973, 1973a, 1974, 1974a, 1981, 1983, 1983a, 1984, 1984a, 1990)]. The corresponding crude death rates also show year to year variations but in their case a net decline of 4.1 is evident over the same period. Table 1 also shows that the estimates of Crude Birth Rate (CBR) reported by 1975 Pakistan Fertility Survey (PFS), 1984-85 Pakistan Contraceptive Prevalence Survey (PCPS) and 1990-91 Pakistan Demographic and Health Survey (PDHS) show a declining trend [Government of Pakistan (1976, 1986); NIPS (1992»). Moreover the levels of CBR given by these types of one-time surveys are reported to be lower than the rates reported for the nearest years by the series of yearly repeated surveys. Conducted by Pakistan Federal Bureau of Statistics.
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Ur-Rehman, K., und A. Zimmer. „Spatial patterns of child health inequalities in the province of Punjab, Pakistan : the advantages of GIS in data analysis“. Geographica Helvetica 65, Nr. 1 (31.03.2010): 36–47. http://dx.doi.org/10.5194/gh-65-36-2010.

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Abstract. In the overall context of the Millennium Development Goals, Pakistan recently embarked on an effort to collect data regarding crucial issues of human development, such as health, poverty, and education. For their effective use in policy formulation, however, governments need to find ways of making the data easily accessible. It is argued that Geographical Information Systems (GIS) can play a major role here. The data compiled by the Federal Bureau of Statistics at district level are used in this article to develop maps on child health in the province of Punjab. Correlation allows identification of major determinants of the health status of children. For Punjab, these appeared to be mother literacy, vaccination coverage, and the incidence of poverty. Interpolation (here using Inverse Distant Weighting) and variable aggregation allow for easy identification of areas of concern at sub-district level. For Punjab, the areas most affected by negative health conditions are in the southwest. It is argued that health disparities can be addressed more effectively with the help of the presented methods because they help to close the information gap in the health system and contribute toward more precise allocation of funds and infrastructure.
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Mahmood, Naushin, und Syed Mubashir Ali. „The Disease Pattern and Utilisation of Health Care Services in Pakistan“. Pakistan Development Review 41, Nr. 4II (01.12.2002): 745–57. http://dx.doi.org/10.30541/v41i4iipp.745-757.

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Health is an important aspect of human life. In general terms, better health status of individuals reflects reduced illnesses, low level of morbidity, and less burden of disease in a given population. It is widely recognised that improved health not only lowers mortality, morbidity and level of fertility, but also contributes to increased productivity and regular school attendance of children as a result of fewer work days lost due to illness, which in turn have implications for economic and social well-being of the population at large. Hence investing in health is vital for promoting human resource development and economic growth in a country [World Bank (1993)]. A view of Pakistan’s health profile indicates that the sector has expanded considerably in terms of physical infrastructure and its manpower in both the public and private sector. This has contributed to some improvement in selected health status indicators over the years. However, the public health care delivery system has been inadequate in meeting the needs of the fast growing population and in filtering down its benefits to the gross-root level. As such, Pakistan still has one of the highest rates of infant and child mortality, total fertility and maternal mortality when compared with many other countries in the Asian region [UNDP (2000)]. Due to low priority given to social sector development in the past and low budgetary allocations made to the health sector, the evidence shows that mortality and morbidity indices have not reduced to the desired level and large gaps remain in the quality of care indicators, especially in rural areas [Federal Bureau of Statistics (2000)].
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Khan, Mahfooz, Saif Ul amin und Sammandar Khan. „The effects of tax structure on economic growth: evidence from Pakistan economies“. International Journal of Accounting and Economics Studies 4, Nr. 2 (05.07.2016): 109. http://dx.doi.org/10.14419/ijaes.v4i2.6249.

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The study has been conducted to find out the effects of fiscal policy on economic growth in Pakistan. Taxes are selected as a proxy for fiscal policy and GDP as an economic growth. In this study the time series analysis was used. The study used difference tests and models. These tests were unit root test which at different levels was used for stationary and non-stationary another model was co-integration the co-integration further used two tests one was trace test and second one was maximum Eigen value these tests used for long run relationships between taxes and GDP. In this study Granger causality test lag 2 and lag 4 also for checking the effects of taxes on Pakistan GDP. The objectives of the study are to find out the relationship between taxes and GDP and also to testify the random walk between taxes and GDP. The data were taken from 1981 to 2012. Taxes dealt as an independent and GDP as a dependent variable of the study. Data were collected from Federal Bureau of Statistics and from Pakistan economic survey. Time series analysis is used to testify the hypotheses. The results of Unit Root test shows that GDP and taxes has a unit root and it is non- stationary. GDP has no unit root and stationary in nature at 1st difference level. The results of co-integration shows that both taxes and GDP no co-integration at 5 % level of significance. The study concludes that there is no Co-integration between taxes and GDP. The study recommended that fiscal policy should make according to the situation of the country and the tax rate should be change with a smooth rate.
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Dissertationen zum Thema "Pakistan. Federal Bureau of Statistics"

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Murtaza, Arslan. „Success factors of knowledge management implementation in small and medium enterprises in United Arab Emirates, Qatar and Pakistan“. Master's thesis, 2018. http://hdl.handle.net/10362/64811.

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Dissertation presented as the partial requirement for obtaining a Master's degree in Information Management, specialization in Information Systems and Technologies Management
The research field of the master's thesis is in Knowledge Management (hereinafter: KM). During the last few years, KM becomes one of the essential factors for the successful business and companies are becoming more knowledge-based, and they are focusing more on the people's 'minds' rather than their 'hands' to fulfil the need to knowledge (Wong, 2005). The main focus of this study is in success factors of KM having in consideration that Small and Medium Enterprises (hereinafter: SMEs) have fewer resources and opportunities, both human and financial (Farvaque & Voss, 2009). This research is about the main factors of KM that plays a successful role in SMEs in the United Arab Emirates (hereinafter: UAE), Qatar & Pakistan. SMEs in the manufacturing and services sector have taken under study to evaluate the success factors of KM implementation. To implement the KM in the organization can be hard for those who are not ready to accept the change in the organizational structure but with the implementation of KM they can survive, grow and maintain the sustainable competitive advantage (Antoncic & Omerzel, 2008). The research itself is focused on information and manufacturing SMEs sector keeping in mind that it's a service industry, e.g., where both, computer and human resources interaction are visible, and the industry has involved with many stakeholders.
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Bücher zum Thema "Pakistan. Federal Bureau of Statistics"

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United States. Bureau of Justice Statistics., Hrsg. Bureau of Justice Statistics Bulletin, Federal Law Enforcement Officers, 1996. [S.l: s.n., 1998.

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Arshad, Maqbūl. Aif. Bī. Aī.: Pakistan men̲ Amrikī k̲h̲ufiyah idāre ... Lāhaur: Faikṭ Pablīkeshanz, 2004.

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Pakistan. The National Accountability Bureau Ordinances, 1999: With Federal Investigation Agency, 1975 ... as amended by NAB (Amendment) Ordinace (XXXV of 2001) ... Lahore: Kausar Brothers Law Books Publishers, 2003.

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United States. Bureau of the Census. Foreign Trade Division, Hrsg. Foreign trade statistics: Security guidelines for federal government agencies. [Washington, D.C.]: U.S. Dept. of Commerce, Economics and Statistics Administration, U.S. Census Bureau, 2003.

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United States. General Accounting Office., Hrsg. Government statistics: Proposal to form a federal statistical service : statement of L. Nye Stevens, Director, Federal Management and Workforce Issues, General Government Division, before the Subcommittee on Government Management, Information and Technology, Committee on Government Reform and Oversight, House of Representatives. Washington, D.C: The Office, 1996.

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Habermann, Hermann. Facilitating Innovation in the federal statistical system: Summary of a workshop. Washington, D.C: National Academies Press, 2011.

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United States. Bureau of the Census. Foreign Trade Division. Foreign trade statistics: 2002 : security guidelines for federal government agencies. [Washington, D.C.]: U.S. Department of Commerce, Economics and Statistics Administration, U.S. Census Bureau, 2002.

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United States. Bureau of Transportation Statistics, Hrsg. TRANSPORTATION RECEIPTS AND OUTLAYS IN THE FEDERAL BUDGET... BUREAU OF TRANSPORTATION STATISTICS... U.S. DOT... FISCAL YEARS 1977-94. [S.l: s.n., 1998.

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Group, Search. Implementing the National Incident-Based Reporting System: A project status report : a joint project of the Bureau of Justice Statistics and the Federal Bureau of Investigation. Washington, DC: U.S. Dept. of Justice, Office of Justice Programs, Bureau of Justice Statistics, 1997.

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Group, Search. Implementing the National Incident-Based Reporting System: A project status report : a joint project of the Bureau of Justice Statistics and the Federal Bureau of Investigation. Washington, DC: U.S. Dept. of Justice, Office of Justice Programs, Bureau of Justice Statistics, 1997.

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Buchteile zum Thema "Pakistan. Federal Bureau of Statistics"

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Tiller, Richard, Sharon Brown und Alan Tupek. „Bureau of Labor Statistics’ State and Local Area Estimates of Employment and Unemployment“. In Indirect Estimators in U.S. Federal Programs, 83–103. New York, NY: Springer New York, 1996. http://dx.doi.org/10.1007/978-1-4612-0721-4_5.

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Musto, David F. „Marihuana and the Federal Bureau of Narcotics“. In The American Disease, Origins Of Narcotic Control, 210–29. Oxford University PressNew York, NY, 1999. http://dx.doi.org/10.1093/oso/9780195125092.003.0009.

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Abstract Anslinger became the first Commissioner of Narcotics in 1930, although he had had only sporadic contact with narcotic control.1 Nonetheless, his more than ten years of government experience affected his attitude toward law enforcement and addicts. Anslinger was born in 1892 in Altoona, Pennsylvania. His father worked for the Pennsylvania Railroad, and while Anslinger went to high school and then to Pennsylvania State College, he also worked for the railroad during the summers, doing maintenance and landscaping and occasionally investigating suspicious incidents for the railroad’s captain of police. Later, when the police captain became the state fire marshal, he offered Anslinger a job compiling statistics and investigating instances of suspected arson. In 1917, after the United States declared war on Germany, Anslinger was employed in Washington in the Ordinance Division of the War Department, where his chief task was to oversee government contracts. Ordinance officers were unpopular in Washington; the public expected young men to fight abroad and, when the opportunity came, Anslinger volunteered to the State Department which was looking for reliable German-speaking employees to work in Holland. He recalls being assigned to “check up on ... and straighten out” the indirect American contacts with the Kaiser in order to let the German ruler know that President Wilson wanted him to stay on after the war, but Anslinger failed, obtaining from the whole episode only the Kaiser’s field utility kit which he later gave to the Smithsonian. In 1921 he took the necessary examinations and was appointed to the rank of vice-consul.
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Ukwuoma, Uju C. „Prison Education in the United States of America“. In Strategic Learning Ideologies in Prison Education Programs, 121–35. IGI Global, 2018. http://dx.doi.org/10.4018/978-1-5225-2909-5.ch005.

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The United States of America ranks third among the most populous countries in the world behind India and China. However, the US ranks first among countries with the most prison population. Recent statistics from the Office of Justice program in the US Department of Justice show that about 2.5 million people are locked up in prisons or the so-called correctional facilities across the United States. These facilities are made up of nearly 2000 state prisons scattered among the 50 states, 102 federal prisons, about 2300 and 3300 juvenile prisons and local jails respectively, including 79 Indian Country jails (Bureau of Justice Statistics, 2016; Wagner & Rabuy, 2015). This chapter looks at the state of prison education in the US through the prism of racism. However, the chapter does not claim to have a complete evaluation of the situation of learning and teaching in penitentiaries in the US.
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Ukwuoma, Uju C. „Prison Education in the United States of America“. In Research Anthology on Empowering Marginalized Communities and Mitigating Racism and Discrimination, 1108–18. IGI Global, 2021. http://dx.doi.org/10.4018/978-1-7998-8547-4.ch053.

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The United States of America ranks third among the most populous countries in the world behind India and China. However, the US ranks first among countries with the most prison population. Recent statistics from the Office of Justice program in the US Department of Justice show that about 2.5 million people are locked up in prisons or the so-called correctional facilities across the United States. These facilities are made up of nearly 2000 state prisons scattered among the 50 states, 102 federal prisons, about 2300 and 3300 juvenile prisons and local jails respectively, including 79 Indian Country jails (Bureau of Justice Statistics, 2016; Wagner & Rabuy, 2015). This chapter looks at the state of prison education in the US through the prism of racism. However, the chapter does not claim to have a complete evaluation of the situation of learning and teaching in penitentiaries in the US.
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Etim, James. „Gender Disparities in Primary and Secondary School Enrollment and Attainment in Nigeria“. In Overcoming Challenges and Barriers for Women in Business and Education, 125–43. IGI Global, 2021. http://dx.doi.org/10.4018/978-1-7998-3814-2.ch007.

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The education of girls and women is necessary to national development. This chapter, divided into four parts, set out to study if there had been progress in the area of girl's education. Section 1 provides analyses of data from the National Bureau of Statistics, the Universal Basic Education Commission, and other Federal Government of Nigeria agencies on gender differences in education from 2010-2016. In Section 2, data is compared for selected years from 1990-2016 to determine if there are improving trends for girls in the areas of enrollment and completion rates. Section 3 explored some of the causes for the disparities. Section 4 discussed federal government input in the area of improving girls education in Nigeria and how education of women is a social justice issue and necessary for national development. The study showed that while there were improving trends, problems still remained. Recommendations were made on how to improve the situation. For without gender equality, women will continue to be left out of the national development process.
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Konferenzberichte zum Thema "Pakistan. Federal Bureau of Statistics"

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Gernand, Jeremy M. „An Analysis of the Trends in US Offshore Oil and Gas Safety and Environmental Performance“. In ASME 2019 International Mechanical Engineering Congress and Exposition. American Society of Mechanical Engineers, 2019. http://dx.doi.org/10.1115/imece2019-11857.

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Abstract The production of oil and gas in the offshore waters of the United States continues to be a major part of US energy extraction activities amounting to just less than a third of total US oil and gas production. However, this industry has been marked by occasional safety and environmental disasters including most famously the Deepwater Horizon explosion and oil spill that resulted in the deaths of 11 workers and the release of more than 130 million gallons of oil in to the Gulf of Mexico. In response, the Bureau of Safety and Environmental Enforcement (BSEE) was created in 2011 to separate enforcement activities from federal lease management activities and reduce the possibility for conflicts of interests and regulatory capture. This paper presents an analysis of the safety and environmental performance of the US offshore oil and gas industry in the years before and after the creation of the BSEE to quantify the changes in the industry record and the level of risk that remains. Recorded events including fires and explosions, spills, and gas releases, collisions, and injuries and fatalities are included in the analysis. The overall level of exposure is estimated based on rig counts and oil and gas production quantities since detailed employment records by facility are not available. Data is sourced from the BSEE, Bureau of Labor Statistics (BLS), and the Energy Information Agency (EIA). In addition to linear regression analysis of trends, this paper presents the results of a random forest-based machine learning investigation of the characteristics of safety and environmental incidents to evaluate the most significant contributors that remain, especially those amenable to control through engineering system design. Facility type, water depth, distance to shore, and time of day or year in the relevant incident reports were included in the input dataset for the random forest model. Results indicate that the overall oil and gas industry has become safer in recent years, though significant risks remain. It is yet unclear whether the BSEE approach bears any responsibility for this change as the data are not yet sufficient to declare the post-2011 period as statistically significantly improved from prior years, though additional data in line with 2016–2017 level of performance would satisfy this condition. The random forest model indicates that increased risk is associated with time of day, quarter of the year, water depth, and distance to shore. Data quality concerns remain present as minor incidents and injuries may be under-reported. BSEE enforcement does not appear to be a direct cause of the noted improvements.
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