{"title":"Determinants of Dropout and Child School Enrollment: A Case Study from Rural Islamabad","authors":"Uzma Naz, Z. Ejaz, Naveed Ur Khan","doi":"10.29145/2019/JQM/030205","DOIUrl":"https://doi.org/10.29145/2019/JQM/030205","url":null,"abstract":"Education is an important pillar for the development of any society. Generally, school enrollment in developing countries is observed very low compared to the developed countries and the situation is further worsened by the high dropout rate. The current study investigates the major factors responsible for high dropouts in Islamabad, Pakistan, particularly in rural areas. For this purpose, the primary data have been obtained through a detailed questionnaire collecting information on child socioeconomic, household, cultural, and other characteristics. For modeling purposes, Probit model is used to investigate the effects of various factors on high child dropout rate. The results revealed that besides the distance from school to home, financial constraints are the most important reason for dropping out. Moreover, the education of father, age of the child and the gender of the child are also highly significant variables that determine the probability of a child dropout.","PeriodicalId":212366,"journal":{"name":"Journal of Quantitative Methods","volume":"95 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130184469","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Exchange Rate Uncertainty and Workers’ Remittances: Empirical Bayesian Approach","authors":"M. Sikandar, Hafiz M. Yasin, Malik Muhammad","doi":"10.29145/2019/JQM/030206","DOIUrl":"https://doi.org/10.29145/2019/JQM/030206","url":null,"abstract":"Exchange rate is one of the important determinates of worker’s remittances to a country. Level of exchange rate as well as any fluctuation in it influences the volume of workers’ remittances. The present study uses data of workers’ remittances from ten major countries to Pakistan for the period 1973 to 2012. Uncertainty of exchange rate is estimated through GARCH model. We use Empirical Bayesian approach to compute posterior information (estimates, for which, the GMM estimates are used as prior in order to avoid biasness and inconsistency due to the presence of endogeniety in our model. The Empirical Bayesian estimates are found to be more efficient in terms of significance and correct signs of modeled variables. The findings suggest a significant role of home and host country characteristics in most of the cases. The findings also reveal a negative impact of exchange rate uncertainty on the inflow of remittances. The political instability reveals an insignificant impact on remittances. The study recommends different policy options for different host countries. Apart from the Middle East, the policy for other regions (like USA, Canada, and Germany etc.) must be considered separately to encourage inflow of remittances. Appropriate stabilization measures have to be taken on priority basis to curtail volatility of exchange rates and to ascertain regular inflow of remittances. ","PeriodicalId":212366,"journal":{"name":"Journal of Quantitative Methods","volume":"783 ","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120879097","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Threshold Effects of Institutional Quality in the Infrastructure-Growth Nexux","authors":"E. Ogbaro","doi":"10.29145/2019/JQM/030203","DOIUrl":"https://doi.org/10.29145/2019/JQM/030203","url":null,"abstract":"This study estimates the threshold level of institutional quality that will ensure the efficient use of infrastructure in stimulating growth in Sub-Saharan Africa based on panel data from 41 countries in the region between 1996 and 2015. It employs a dynamic panel threshold regression model which is derived from the New Institutional Economics theory and this is estimated using the first-differenced Generalized Method of Moments estimator. Results reveal that the relationship between infrastructure and growth is non-linear which provides support for the use of a threshold regression model, with institutional quality serving as the threshold variable. In terms of the threshold level, the findings show that the index of institutional quality that will ensure the efficient use of infrastructure in stimulating growth is 0.410. The study also finds that, on average, countries in the region operate below this threshold level, hence their poor growth. The conclusion that is drawn from the analysis is that poor or low institutional quality is one of the factors hampering the growth of countries in the SSA region. A major limitation of the study is that the estimator employed for the threshold analysis is developed for models with single threshold value only and so does not allow for multiple threshold values. Thus, it is recommended that governments in the region need to formulate and implement policies targeted at improving the level of institutional quality in their countries.","PeriodicalId":212366,"journal":{"name":"Journal of Quantitative Methods","volume":"129 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123320395","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Detecting Stationarity of GDP: A Test of Unit Root Tests","authors":"A. Rehman","doi":"10.29145/2019/JQM/030102","DOIUrl":"https://doi.org/10.29145/2019/JQM/030102","url":null,"abstract":"Despite extensive research of research on unit roots, consensus on several important issues and implications has not emerged to date (Libanio, 2005). There are many series which were being investigated for existence of unit root and for these series, there is conflict between the researcher regarding the existence of unit root. For a given data series it is generally not possible to decide which of unit root tests would be the best suited. The Monte Carlo experiments prove that the performance of unit root tests depends on the type of data generating process (DGP), but for the real data we do not know the true DGP. Hence, we cannot decide which of the tests would perform best for a series. The bootstrap approach of Rudebusch (1993) offers an alternative to measure the performance of unit root test for any real time series with unknown DGP. Rudebusch (1993)’s approach is extended to measure and compare the performance of unit root tests for annual real GDP series of various countries. Our results show that unit root tests have very low ability to discriminate between best fitting trend stationary and difference stationary models for GDP series of most of the countries and that Phillips Perron test is superior to its rivals including Dickey-Fuller, DF-GLS and Ng-Perron tests. The results also support existence of unit root in real GDP series.","PeriodicalId":212366,"journal":{"name":"Journal of Quantitative Methods","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131691362","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Quality of Life and Globalization: Econometric Evidence from Asian Economies","authors":"Muhammad Tariq Majeed","doi":"10.29145/2019/JQM/030105","DOIUrl":"https://doi.org/10.29145/2019/JQM/030105","url":null,"abstract":"The impact of global integration on economic growth is largely discussed in the literature. However, little attention has been paid to analyze the association of globalization with quality of life. In particular, the role of globalization in influencing the quality of life in Asian economies has not been yet analyzed. This study investigates the effect of globalization on quality of life of Asian economies using a comprehensive measure of globalization including its disaggregated dimensions that are economic, social and political forms of globalization. The results show that globalization helps to enhance quality of life of Asian economies. All dimensions of globalization, however, are not causing significant effect on quality of life. Political globalization does not increase quality of life while other forms of globalization increase quality of life.","PeriodicalId":212366,"journal":{"name":"Journal of Quantitative Methods","volume":"384 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124772747","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"The Journey from Entropy to Generalized Maximum Entropy","authors":"Amjad D. Al-Nasser","doi":"10.29145/2019/JQM/030101","DOIUrl":"https://doi.org/10.29145/2019/JQM/030101","url":null,"abstract":"Currently we are witnessing the revaluation of huge data recourses that should be analyzed carefully to draw the right decisions about the world problems. Such big data are statistically risky since we know that the data are combination of (useful) signals and (useless) noise, which considered as unorganized facts that need to be filtered and processed. Using the signals only and discarding the noise means that the data restructured and reorganized to be useful and it is called information. So for any data set, we need only the information. In context of information theory, the entropy is used as a statistical measure to quantify the maximum amount of information in a random event.","PeriodicalId":212366,"journal":{"name":"Journal of Quantitative Methods","volume":"408 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123716150","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Nexus between Financial Development and Investment in Pakistan: A Vector Auto-regressive Model Approach","authors":"Arslan Khalid","doi":"10.29145/2019/JQM/030106","DOIUrl":"https://doi.org/10.29145/2019/JQM/030106","url":null,"abstract":"This study has been conducted to analyze the impacts of Financial Development on Investment in Pakistan. The objectives of this study are to generate Financial Development Index for Pakistan and to analyze the impact of Financial Development on Investment along with key explanatory variables. The time period for this study is from 1975 to 2011. An index has been constructed for exact measurement of financial development by using five main indicators, and for calculation of financial development index weighted average method has been used. In our investment’s model VAR model has been for results because of different order of integration and no proves of cointegration in our data, we have also applied the causality test on our model. It has been observed by the causality test that during the period of our study financial development cause investment and investment causes financial development. By the help of impulse response function it has also been observed that the impulse of financial development has decreased the investment in Pakistan and it could be due to a fact that Pakistan is at early stage of financial development and the saved resources are not properly mobilized to investment.","PeriodicalId":212366,"journal":{"name":"Journal of Quantitative Methods","volume":"44 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127503112","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Financial Development and Economic Growth: The Role of Energy Consumption","authors":"H. Siddique, S. Usman, Junaid Ishaq","doi":"10.29145/2018/JQM/020204","DOIUrl":"https://doi.org/10.29145/2018/JQM/020204","url":null,"abstract":"The study investigates financial development and economic growth nexus, incorporating use of energy resources for Pakistan for 1980-2016, using Johansen co-integration and granger causality approach. The results of Johansen test for co-integration show the link between financial development, energy and economic growth in the long time span. The findings of granger causation test uncovered a two-way causality between capital and economic growth. The one-way causality exists from economic growth in energy and financial development. The findings also exposed the one-way causality from capital formation and exports to use of energy. The government should take steps to make financial sectors stronger as it has a great role in increasing the growth of an economy.","PeriodicalId":212366,"journal":{"name":"Journal of Quantitative Methods","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128285486","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Role of Quantitative Methods in Quantifying \"Reality\" Objectively","authors":"Khalid Rasheed Al Adeem","doi":"10.29145/2018/jqm/020201","DOIUrl":"https://doi.org/10.29145/2018/jqm/020201","url":null,"abstract":"","PeriodicalId":212366,"journal":{"name":"Journal of Quantitative Methods","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127438889","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Cost Leadership, Market Orientation and Business Performance: An Empirical Investigation","authors":"A. H. G. Dutse, M. Aliyu","doi":"10.29145/2018/JQM/020203","DOIUrl":"https://doi.org/10.29145/2018/JQM/020203","url":null,"abstract":"The study aimed at examining the relationship between cost leadership strategy, market orientation and business performance of manufacturing, Small and Medium Enterprise performance (SMEs). A quantitative survey method was employed, using a cross-sectional research design. The data were collected through self-administered questionnaires from a sample of 287 respondents. The study indicated that SMEs are essential to the economic growth of Nigeria; because they serve as an indispensable source of employment generation. SMEs contribute immensely towards the formation of industries, enhanced capital accumulation, served as an intermediary for goods, and assist in the uplifting the living standard through the provision of variety of products and services. The research model used in this survey was designed in line with the theoretical evidence which in turn lead to the correlation between the research variables. The study employed the Multiple regression method; the findings indicated that cost leadership strategy and market orientation has a significant positive relationship with the performance of SMEs. The discussion provided some limitations and offer suggestions for future research directions.","PeriodicalId":212366,"journal":{"name":"Journal of Quantitative Methods","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134410356","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}