The purpose of this paper is twofold: -/- 1) to highlight the widely ignored but fundamental problem of ‘superpopulations’ for the use of inferential statistics in development studies. We do not to dwell on this problem however as it has been sufficiently discussed in older papers by statisticians that social scientists have nevertheless long chosen to ignore; the interested reader can turn to those for greater detail. -/- 2) to show that descriptive statistics both avoid the problem (...) of superpopulations and can be a powerful tool when used correctly. A few examples are provided. -/- The paper ends with considerations of some reasons we think are behind the adherence to methods that are known to be inapplicable to many of the types of questions asked in development studies yet still widely practiced. (shrink)

The major competing statistical paradigms share a common remarkable but unremarked thread: in many of their inferential applications, different probability interpretations are combined. How this plays out in different theories of inference depends on the type of question asked. We distinguish four question types: confirmation, evidence, decision, and prediction. We show that Bayesian confirmation theory mixes what are intuitively “subjective” and “objective” interpretations of probability, whereas the likelihood-based account of evidence melds three conceptions of what constitutes an “objective” probability.

In this paper, we prove that Neutrosophic Statistics is more general than Interval Statistics, since it may deal with all types of indeterminacies (with respect to the data, inferential procedures, probability distributions, graphical representations, etc.), it allows the reduction of indeterminacy, and it uses the neutrosophic probability that is more general than imprecise and classical probabilities and has more detailed corresponding probability density functions. While Interval Statistics only deals with indeterminacy that can be represented by intervals. (...) And we respond to the arguments by Woodall et al. [1]. We show that not all indeterminacies (uncertainties) may be represented by intervals. Also, in some cases, we should better use hesitant sets (that have less indeterminacy) instead of intervals. We redirect the authors to the Plithogenic Probability and Plithogenic Statistics which are the most general forms of MultiVariate Probability and Multivariate Statistics respectively (including, of course, the Imprecise Probability and Interval Statistics as subclasses). (shrink)

In this paper we show that Neutrosophic Statistics is an extension of Interval Statistics, since it deals with all kinds of indeterminacy (with respect to data, inferential procedures, probability distributions, graphical representations, etc.), allows for indeterminacy reduction, and uses neutrosophic probability which is more general than imprecise and classical probabilities, and has more detailed corresponding probability density functions. Whereas Interval Statistics only deals with indeterminacy that can be represented by intervals. And we respond to the arguments (...) of Woodall et al [1]. We show that not all indeterminacies (uncertainties) can be represented by intervals. Moreover, in some applications, we should use hesitant sets (which have less indeterminacy) instead of intervals. We redirect the authors to Plitogenic Probability and Plitogenic Statistics which are the most general forms of Multivariate Probability and Multivariate Statistics respectively (including, of course, Imprecise Probability and Interval Statistics as subclasses). (shrink)

Teachers are considered committed to their job if they remain in their profession and accept professional responsibilities. This article aimed to investigate the public teachers' willingness to remain in their jobs and identify some determinants that causally affect it. The study employed a developed research instrument based on an existing research paper in the literature to gather primary data from cross-sectional public teachers. This study used random sampling to select the required participants of the survey and utilized appropriate statistical methods (...) (descriptive and inferential statistics) to summarize and extract information from the data gathered. This study involved five schools as subjects. Some descriptive analysis was utilized such as frequencies and percentages to give a description of the gathered data and extract relevant information. The results showed that female public teachers are more likely to stay in the profession as opposed to male teachers. In addition, employment status and job position are significant factors that influence teachers to stay in their profession. Conclusively, public teachers who are satisfied with their current income and work assignments are more likely economically secure and willing to serve. Hence, the study suggests that the government must support public teachers regarding incentives and benefits, salary increases, and other resources that improve their well-being and productivity, and avoid employee turnover. (shrink)

This study examined students’ perception of rape and sexual violence and methods of prevention in tertiary institutions in Lagos State. It was a cross-sectional study carried out among one thousand, two hundred and eleven (1,211) female undergraduates selected from two tertiary institutions in Lagos State. The sample size for the study was one hundred and twenty-one (121) representing 10% of the population. Inferential statistics was used for analysis. The results revealed that majority of the students are aware of (...) the different types of rape but did not consider forced sexual intercourse between spouses as rape. The students have a good knowledge of rape and sexual violence. The students perceive that rape can have detrimental effects on the victims’ mental, physical and reproductive health. Avoiding late nights, dressing decently, increasing the presence of security officers at strategic places on campus and the likes were identified ways of preventing rape in tertiary institutions. Among the recommendations proffered are that students should review their dressing styles to conform to the morals of the society to prevent the occurrence of rape. (shrink)

By studying the effect of human resource development on strengthening the firm's total capabilities this literature review investigates the relationship between the development of human capabilities and company performance by studying the effects of human resource development on strengthening a firm’s total capabilities. To provide a thorough grasp of the subject, the review synthesizes and analyzes pertinent research articles, academic papers, and industry reports. SPSS version 22 statistical software was used for social sciences. Descriptive and inferential statistics were (...) used to analyze the questionnaire data. To attain a lasting competitive advantage, the assessment also emphasizes the significance of fostering a learning culture, adopting cutting-edge procedures, and putting in place efficient training and development programs. The main findings show that investing in the growth of human capabilities has a favorable impact on the success of the company, especially when those investments are made in conjunction with the growth of the organization's capabilities. Investing in an employee's skill and capability development boosts productivity, enhances innovation, reduces costs, fosters customer loyalty and satisfaction, and provides a company with a competitive advantage. (shrink)

This study investigates the relationship between mental health and emotional intelligence among senior high school students in a public school. Thus, the study employed a correlational design to measure the relationship between mental health and emotional intelligence among 152 Grade 12 senior high school students in a public school. Hence, to measure the study’s variables - Mental Health Inventory and Emotional Intelligence Scale (EIS) were utilized. Based on the inferential statistics, the r coefficient of 0.32 indicates a low (...) positive correlation between the variables and a p-value of 0.00, indicating a significant relationship between the respondents' mental health and emotional intelligence. Implications and recommendations were discussed in the study. (shrink)

This research assesses the factors influencing students' decision-making when choosing a university. The study proposes eight factors, such as parental or guardian influence, high school teacher recommendations, graduate quality, colleague recommendations, location, school fees, learning environment, and university reputation, on students' university choices. A quantitative approach was employed, utilizing both secondary and primary data. A total of 330 students were sampled for this study. The data were analyzed using SPSS, employing descriptive statistics for data summarization and inferential (...) class='Hi'>statistics for analysis. Descriptive tools such as frequency analysis were used to examine the distribution of responses, while regression analysis was conducted to test the predictive power of the factors. The findings of this study indicate that factors such as parental or guardian influence, high school teacher recommendations, graduate quality, colleague recommendations, location, school fees, learning environment, and university reputation are all significant considerations in students' decision-making process when choosing a university. These factors play an influential role in shaping students' preferences and choices. The results show that these factors significantly impact students' university choices. The study contributes to the existing literature by providing empirical evidence on the importance of these factors in the decision-making process. Understanding the influence of these factors can assist universities in developing targeted strategies to attract and meet the needs of prospective students. By recognizing the significance of parental involvement, fostering positive relationships with high school teachers, showcasing successful graduates, promoting positive word-of-mouth recommendations, providing a conducive learning environment, and building a solid reputation, universities can enhance their appeal and effectively compete in the higher education market. Further research in this area can explore additional factors and delve deeper into the mechanisms influencing students' decision-making when choosing a university. (shrink)

The central aim of this quasi-experimental study was to investigate the efficacy of lyrical and instrumental music in developing the reading comprehension of grade 10 students of Davao City, Philippines using the descriptive statistics and inferential statistics, specifically t-Test significant differences were assessed among groups and scores. The findings revealed that all groups had similar level of reading comprehension at the outset of the experiment. The post experiment revealed that a significant increase of score was evident in (...) the control and experimental group, which utilized instrumental music. On the other hand, the experimental group using lyrical music, had no significant improvement in the reading comprehension scores. Implications for the educational practices and limitations of the study were provided. (shrink)

Due to the unprecedented COVID-19 incident, basic education institutions have faced different challenges in their teaching-learning activities. Particularly conducting assessments remotely during COVID-19 has posed extraordinary challenges for basic education institutions owing to lack of preparation superimposed with the inherent problems of remote assessment. Descriptive-evaluation research was employed since the present study attempts to examines the assessment practices and competences on remote learning assessment of teachers in Graceville National High School. For the study, questionnaires were prepared and data nine (9) (...) senior high school teachers and forty-two (42) junior high school teachers were collected and analyzed. The gathered data from this study were subjected to the descriptive and inferential statistics. The data revealed that the most frequent number of the teacher- respondents in the study was 36 - 40 years old at age, female, Technology Livelihood Education (TLE) major, 6 - 10 years in service in Department of Education, and bachelor's degree holders. More so, the teacher respondents' level of teacher competencies on remote learning assessment was observed high competent. In addition, level of assessment practices in terms of clarity of assessment, time and effort on task, quality of feedback, motivational belief and self-esteem to learners, self-assessment and reflection of learning of the learners, and assessment - content and process in adapting teaching to students needs was mostly practice. However, it was completely practicing the interaction and dialogue about learning progress. The results confirmed that there was a significant difference on the teacher respondents' level of competence on the remote learning assessment when group according to their age, gender, areas of specialization, and training attended. On the other hands, teacher year of teaching and educational attainment revealed it has no significant difference on their level of competence on the remote learning assessment. Looking forward, that age, gender, year of teaching, areas of specialization, educational attainment, and training attended significantly differs to the level of assessment practices of the teachers. It also observed that the teachers experiencing highly challenges encountered on the remote learning assessment. It is recommended to implement the proposed school-based testing reforms and should be monitored and evaluated for the optimum advantage of the school and community. (shrink)

This study assessed two motivational strategies and their respective ties to the service delivery in public universities in Cross River State. In achieving the central and specific targets of this research, four research questions and two null hypotheses were answered and tested in the study. The entire population of 440 security personnel in two public universities was studied, based on the census approach and following the ex-post facto research design. Three sets of expert-validated questionnaires, with Cronbach reliability estimates of 0.80, (...) 0.79 and 0.83 respectively, were used for data collection. Collected data were analysed using descriptive statistics and inferential statistics such as Pearson Product Moment Correlation and the One-way ANOVA. The level of incentives provision and security service delivery in universities was moderate. There were notable disparities between promotion, provision of incentives and security service delivery in universities. Security personnel discharged, on average, services beyond the extent of promotion and incentives provided to them. Provision of incentives did not relate significantly to security service delivery; however, staff promotion significantly influences security service delivery in universities. It was concluded that there are loopholes in the motivational practices of universities for security personnel. The service delivery of security personnel at universities in Cross River State is yet to be at an acceptable point that can promote institutional safety and goal attainment in the short- and long run. It was recommended, among other things, that security personnel who are due for promotion should not be denied such an opportunity, as it represents one of the strongest motivational factors in universities. (shrink)

The purpose of this study was to analyze the influence of socio-demographic characteristics on feeding habits of inhabitants of Katagum local government Area of Bauchi state, Nigeria. The two nominal independent variables used in the descriptive survey are income level, and culture/ethnicity. This study employed the descriptive survey design. The population of the study was drawn from three districts council of Katagum local Government Area in Bauchi State Nigeria. Three hundred and ninety nine (399) respondents was conveniently selected using stratified (...) random sampling and convenient sampling techniques, the instrument used for collecting data for this study was questionnaire named Socio-demographic characteristics data (SDCDQ) and food frequency list (FFL), data collected was statistically analyzed using descriptive and inferential statistics. The result revealed that income level was not significantly influenced by the feeding habit of the Katagum inhabitants, which implies that there is no significant difference between feeding habit and income level. The findings further discovered that culture/ethnicity shows there is no significant difference between feeding habit and culture/ethnicity; the study concludes that the inhabitant feeding habit was not influenced by their various cultures. Based on these findings it was recommended among others that the government should ensure food self-sufficiency and provide necessary infrastructure to stimulate economic activities, enhance incomes and improve living conditions of the poor. (shrink)

Parental factors impact students’ self-concept and academic performance during the pandemic. Thus, this study determined the students’ self-concept and academic performance and the parental factors related to it. The research design was descriptive-correlational, and 500 nonrandom college students in West Philippines participated in the study. Researcher-made instruments were used, which were subjected to reliability and validity evaluation. Data were collected online from June 2021 to July 2022 and were analyzed using descriptive (frequency counts and percentage) and inferential statistics (...) (Spearman correlation). Results revealed a positive self-concept and satisfactory academic performance among the students. Besides, parental factors such as educational attainment and school/classroom involvement are significantly related to self-concept and academic performance. Further, self-concept is significantly associated with academic performance. This shows that some parental factors are vital in developing the student’s self-beliefs and supporting their studies and academic endeavors amid the COVID-19 pandemic. Future studies may consider more factors related to academic achievement and self-concept. Other researchers may find the mediation or moderation effect of self-concept between parental factors and students’ scholastic achievement. (shrink)

This study analyzed the monitoring and evaluation of HIV/AIDS prevention programs in Southern Senatorial District of Cross River State, Nigeria. The study considered different levels of care/support and tested for locational variations in the monitoring/evaluation of HIV/AIDs prevention programs. A descriptive survey research design was utilized. This study covered 596 public health employees (doctors, nurses, pharmacists, and laboratory employees) in the study area. A sample of 239 respondents was chosen using the proportional stratified random sampling procedure. Data was collected using (...) a questionnaire constructed by the researchers and validated by specialists. Data gathered were analyzed using descriptive and inferential statistics. Results indicated that HIV/AIDs programs have been successfully monitored/evaluated to a high extent. High rates of success in the monitoring/evaluation of HIV/AIDs prevention programs are attributable to high rates of care/support provided to people living with HIV/AIDs. There was a significant variation in the monitoring/evaluation of HIV/AIDs prevention programs based on the location of health facilities, with higher rates recorded for urban areas. Based on the findings, it was concluded that the monitoring/evaluation of HIV/AIDs prevention programs in the Southern Senatorial District of Cross River State had recorded a significant level of success. The study recommended, among others, that there should be even distribution of medical facilities, resources and personnel to both urban and rural areas to promote equity and access to materials needed to contain or mitigate the spread of the pandemic across all locations. (shrink)

Holistic wellness is vital to sustaining sound mind and healthy body of third-agers. These individuals are considered vulnerable. Previous surveys indicated limited wellness activities among third agers. With this, an extension project was designed and implemented to address this concern. This paper evaluated the impact of the project on the holistic wellness of third-agers and determined its contribution to national and international goals. The result chain framework was used to identify the impact. It gathered data through survey tools and interviews (...) supported by annual reports. Data were analyzed using descriptive and inferential statistics. The results revealed that the university-wide extension project was successful in implementing activities and producing desired outputs. Its outcomes are evidenced in the attainment of its vision, mission, and objectives. As found, the project had a very high impact on the holistic wellness of third agers in each dimension and as a whole. This means that the third-agers have balanced well-being. This paper also highlights the contributions of the project in the Philippine Development Plan 2017-2022, ambisyon 2040, and sustainable development goals. In the end, relevant recommendations are specifically articulated for future actions. (shrink)

The objective of the current study was to examine library anxiety level among Universiti Technologi Mara (UiTM) undergraduate and Post-graduate students. Furthermore, the study also aimed to correlate students’ library anxiety with constructs such as age, gender, the highest qualification, the frequency of library visits, CGPA, the field of study, and mode of study, which are believed to influence students’ levels of library anxiety. The study used a quantitative, descriptive survey method using Library Anxiety Scale questionnaire to collect data from (...) the respondents. The data through the questionnaire was collected from a sample of 146 respondents of which 56 were male and 90 were females. Meanwhile, 65 of them were undergraduate and the other 81 were postgraduate students studying in 17 different faculties of UiTM. The participants were randomly selected and participated voluntarily in the study. The data gathered through the questionnaire was analyzed using Statistical SPSS v.23 where both descriptive statistics and inferential statistics such as t-tests, One-Way ANOVA, and correlation were used to test hypotheses. The results of the study reveal a moderately low level of library anxiety among UiTM students. In addition, the results of the study indicate that students’ demographic profiles did not have any significant effect on their levels of library anxiety. (shrink)

One of the challenges in secondary schools today is infringements on students’ rights, in a tortious way that may also constitute breach of the Child’s Right Act of 2003 in Nigeria. These breach on rights usually come through the administration of corporal punishments on students, and mainly because the school heads see themselves as loco parentis of the students who can, therefore, enforce any form of punishment on them in the school. This study investigated knowledge, attitude, and infringement of tort (...) law among public secondary school heads on students in Osun State. All the students in Osun State public secondary schools and 723 heads constituted the population. A sample of 54 school heads and 180 students were selected using multi-stage sampling procedure. Two instruments were designed to elicit responses from the respondents. Descriptive and inferential statistics were used to answer the research questions raised for the study. The results showed that school heads do not have adequate knowledge of tort law and that both the school heads and students have poor attitude toward it tort law. The study recommends that short term training on student’s right, how they can be legally protected and tort law be organised for school heads. (shrink)

Objective: The study seeks to provide a thorough description of the teachers' digital literacy (DL) and digital competence (DC) and shine a light on the variables that influence the development of their digital literacies and competence. Method: Comprehensive data collection and analysis from 274 participants were completed. Descriptive and inferential statistics were conducted to accomplish the objectives of this study. Results: It came to light that teachers with less than ten years of experience have higher levels of digital (...) literacy. Pre-service education, having access to ICT resources, and a favorable attitude about using ICT were all strongly associated with DL and DC. The research's essential contribution is its findings affirming the value of DL and DC, which can be utilized to approach new technologies critically and use them as a part of digital pedagogy. Novelty: The critical contribution of the research is the result claiming the positive status of DL and DC, which can be used to approach new tools from a critical pedagogical perspective and apply them as part of digital pedagogy. -/- . (shrink)

Recently, research capability has received an overwhelming and remarkable interest among academics and practitioners. This is timely since the Department of Education had institutionalized research and encouraged teachers to engage in it to support evidence-based practice, decision-making, policy, and program development. On these premises, a study was carried out to assess the research capability of public teachers in Malaybalay City, determine its correlates and determinants. It utilized descriptive, correlational, and explanatory designs. It administered survey questionnaires to 92 participants. Data were (...) analyzed using descriptive and inferential statistics. The results revealed that teachers were slightly capable of conducting research and having neutral attitudes toward it, motivated to write research, had a high level of difficulties in research processes, and moderately capable of action planning. They also show evidence of potential in mentoring. Further, mentoring and action planning skills, motivation to write research, attitudes toward research, and the number of studies completed by teachers were the correlates of their research capability at different magnitudes of the relationship. Notably, the research capability of teachers had a low, negative but significant relationship with their age and accumulated years of service. Thus, this capability deteriorates as they age and accumulate years of service. The motivation to write research, the number of studies completed, and age were the determinants of research capability. It was concluded that research capability can be determined and predicted by how motivated teachers are to write research, how productive they are in research, and how young they are when they engage in this rigorous endeavor. The study identified and recommended topics for continuing professional development. (shrink)

Rooted in the heart of Vygotsky’s Sociocultural Theory, mediation has recently received considerable attention in the field of TEFL. The existing literature suggests that mediation can play an essential role in language learners’ performance development. In addition, learners need to know about their thinking process which is interpreted as metacognition. This study aimed to investigate the effect of teacher- and peer-assisted evaluative mediation on learners’ metacognitive awareness development. To this end, 40 homogenized intermediate EFL learners were selected using a test (...) of English language proficiency. The participants were then randomly divided into teacher-assisted (n=20) and peer-assisted (n=20) groups. Before the instructional phase, a metacognitive awareness questionnaire was given to the participants. At the instructional phase, the learners in the teacher-assisted group received teacher-assisted mediation. The learners in the peer-assisted group, however, were exposed to mediation provided by their peers. After the instructional phase, the metacognitive awareness questionnaire was given to the participants as the posttest of the study. SPSS was used to analyze the data. The descriptive statistics, the Shapiro-Wilk test of normality, and the Paired Sample T-test for inferential statistics were used to analyze the data. The findings showed that peer-assisted evaluative mediation had positive effects on developing students’ level of metacognitive awareness, whereas teacher-assisted evaluative mediation did not reveal such effects. It could be concluded that peer-assisted evaluative mediation is an effective tool for improving students’ metacognitive awareness. (shrink)

This paper investigated the variation in the multidimensional competencies and professional development needs of kindergarten teachers using a cross-sectional research design. It involved 54 purposively selected kindergarten teachers and collected the data using the self-assessment tool adopted by the Department of Education from the National Research Center for Teacher Quality in the Philippines. These data were analyzed using both descriptive and inferential statistics. As found, kindergarten teachers have a high level of competencies across dimensions. Also, they have a (...) very high extent of professional development needs in content knowledge and pedagogy and the learning environment and diversity of learners. Moreover, they have a high extent of professional needs in two dimensions. The reported high priorities for training imply more emphasis on providing them professional development activities. Results found no significant difference in the competencies of kindergarten teachers in terms of age, position, civil status, degree, and years of teaching. On the contrary, significant differences revealed in their competencies in content knowledge and pedagogy, learning environment and learners’ diversity, and curriculum and planning between those with masters and without a master’s degree. Lastly, results show no significant difference in their professional development needs. These results have implications for future research and planning for a more responsive and cost-effective professional development initiatives in the locale. (shrink)

The difficulty of primary students in solving simple fractions is because students fail to understand the concept of simple fractions. Meanwhile, the results of previous studies allow the integration of PowToon animation multimedia into a constructivist approach to facilitate the conception of the simple fraction. This research aims to develop constructivist-based PowToon animation multimedia (CoPAM) as a valid, practical, and effective learning media for simple fraction material. PowToon was developed using a research and development (R&D) method with a define, design, (...) and development (3-D) model that involved 12 fourth-grade primary students. The data analysis used was descriptive analysis with data collection methods using observation, tests (pre-test and post-test), validation questionnaires (validation of media and material experts, teacher responses, and student responses), and documentation. The results showed that CoPAM has very feasible product criteria for validity, practicality, and effectiveness to facilitate primary students in understanding simple fractions. The recommendations for the next study are needed to further develop and test CoPAM products or the like (which could go through the dissemination stage) by involving a larger and wider number of participants by testing inferential statistics. (shrink)

Appropriate measurement scales are fundamental in data analysis, allowing researchers to categorise, select appropriate statistical methods, and analyse and interpret their data accurately. The nominal scale is one such measurement scale in behavioural sciences, which is crucial in organising data into distinct categories. This paper provides an overview of the nominal measurement scale in research data analysis. It explains the characteristics and role of the nominal scale in organising data into distinct categories. The paper discusses methods of collecting nominal scale (...) data, including surveys and observations. It explores the use of the nominal scale in descriptive (such as frequency counts, measures of dispersion and central tendencies), and inferential statistics (such as point biserial correlation, independent t-test, analysis of variance, logistic regression, discriminant analysis, differential item functioning, chi-square test of independence, Kruskal-Walli’s test, and Mann-Whitney U Test). Each technique is explained with assumptions and application areas. In conclusion, the paper emphasises the significance of the nominal scale in data analysis and its contribution to various statistical techniques. It serves as a comprehensive guide for researchers and practitioners looking to understand and utilise the nominal measurement scale in their data analysis. (shrink)

Despite the changes in human behaviour and interactions occasioned by the COVID-19 pandemic, many institutions are yet to adapt to the new normal fully. While some educational institutions switched entirely to e-learning to promote teaching and learning, others could not offer education due to physical and social restrictions. Previous studies in Africa have identified reasons for the poor ICT adoption for educational purposes. However, the degree to which these factors affect ICT utilisation is barely analysed. Using a quantitative approach, this (...) study assessed ICT deployment for teaching in the COVID-19 era by focusing on their availability and challenges. A sample of 344 respondents from a population of 2,867 academic staff at two Nigerian public universities participated in the study. After receiving face validity from experts, a structured questionnaire was used for data collection. Cronbach alpha reliability indices of the questionnaire ranged from 0.72 to 0.94. Descriptive statistics (simple percentages, mean, and standard deviation) and inferential statistics (one-way ANOVA) were used for data analysis. Findings generally revealed a moderate extent in the availability of ICT resources in public universities. The cost of data, computer literacy, and electricity supply are challenges that significantly affected ICT deployment in the COVID-19 era. Based on this finding, it was concluded that personal and institutional challenges affect how ICT resources are deployed in public universities. It was recommended, among other things, that the management of each tertiary institution should apportion proceeds from internally generated revenue to procure ICT resources specific to the need of the school. The study provides the ground for further research into students’ use of ICT for educational purposes. (shrink)

This study aimed to assess the influence of peer relationships on the self-consciousness and social adaptation of school-aged children in the Enugu North Local Government Area of Enugu State. A descriptive cross-sectional survey design was used, with a population of 60,780 (29,968 males and 30,812 females). A multi-stage sampling method was employed to select 602 school-aged children from 58 schools in the Local Government Area, forming the sample for the study. For data collection, the study used questionnaires. Data were analyzed (...) with descriptive statistics and inferential statistics. The findings revealed that more than half of the respondents (62.6%) showed moderate social adaptation, particularly when they were with their families (mean score of 4.53±2.31). The majority (76.6%) had low peer relationships, while 80.6% had high self-consciousness. The mean scores for peer relationships, self-consciousness, and social adaptation differed between male and female respondents. Females had higher peer relationships and social adaptation. The mean score for peer relationships was higher among students in private schools compared to those in public schools. A moderate positive relationship was found between peer relationships and social adaptation at a significance level of p<0.05. It is recommended that governmental and non-governmental organizations organize programs to facilitate peer relationships and social adaptation among school-aged children. Furthermore, teachers and parents should be educated to provide support to children in these areas. (shrink)

This study assessed the professional variables of academic staff in African varsities and their readiness to Utilise Internet-Based Channels for Research Communication in an era of Covid-19. Drawing from Maslow’s hierarchy of needs theory, the study was guided by four null hypotheses. The quantitative research method based on the virtual cross-sectional survey design was adopted. A total of 8,591 academics in African universities were the targeted demographic of this study. However, data were collected from a virtual snowball sample of 1,977 (...) respondents (males, N = 1347; females, N = 630) from 24 African countries. A validated electronic survey, with three major aspects, was employed for data collection. The e-survey was released on the Association of African Universities' Telegram forum, which includes 1,622 participants from diverse African nations and regions. Members of the forum, who are all academics, were invited to complete the survey and publish it on their universities' internet-based forums. Coded data were analysed using descriptive and inferential statistics such as the Kruskal Wallis Non-parametric test. The non-parametric test was used because the data failed to meet the normality assumptions required to perform a parametric test. Results indicated, amongst others, that there are considerable variances in staff preparedness to use internet-based channels for research communication based on their educational credentials, educational qualification, rank and areas of research interest. According to the survey, academics with a doctoral degree; grade II lecturers; staff with 3 to 6 years of service; and staff in the medical sciences demonstrated a higher propensity of readiness to use internet-based channels for research communication. Based on these findings key theoretical, practical and research implications are discussed. (shrink)

Prostitution in Kenya is increasing at a very alarming rate and is posing a danger to the society both morally and economically. Efforts to help female sex workers exit prostitution are categorized by the deficiency appropriate interventions among female sex workers (FSWS). Therefore, the current study sought to determine the relationship between the attitude of female sex workers (FSW) towards provision of care and the intention to exit street level prostitution. The study adopted a descriptive correlational study using a mixed (...) approach. This study targeted all the FSW in the Central Business District of Eldoret town and the counselors who deal with a significant number of them. The study used census sampling method. The snowball technique was used to get the respondents up to maturation point. This study utilized questionnaires and interview schedule to get relevant data from the respondents. Experts in the Department of Counselling Psychology and the researcher’s supervisors assisted in ensuring that the instruments are valid. To test for reliability of the instruments, the Cronbach Alpha coefficient was used. Cronbach Alpha coefficient of 0.784 was obtained and used after pilot study. The study used SPSS version 23 software to aid in the analysis of both descriptive and inferential statistics. The inferential statistics used was Pearson product-moment correlation. The interview guides were categorized in themes and analyzed using content analysis. The findings of the study showed that there was a statistically significant relationship between FSWs towards provision of Care and Intention Exit Street Level Prostitution (r=0.113 and p=0.043). It was recommended that the stakeholders should also encourage the FSWs to form support groups that may come up with income generating activities so that they may be occupied and in the process exit prostitution.Regarding areas for further studies, the study recommends a more consultative and comprehensive study on the attitudes of FSW towards the intention of Female sex workers in Eldoret Town that involve, County AIDS and STI Coordinator, non-governmental institutions in Eldoret Town. (shrink)

This study determined the effect of online teaching in Physics using the Just-in-Time Teaching (JiTT) strategy on the academic achievement and conceptual understanding of Grade 9 students. One intact class was subjected to a single-group pretest/posttest pre-experimental research design. Purposive sampling was applied, and selected 48 Grade 9 students for this study. The data gathered were interpreted quantitatively from the validated physics achievement test (PAT) and from the adopted energy-momentum concept test (EMCT), while, the learning experiences survey responses were interpreted (...) thematically. This study was conducted for a period of eight (8) weeks during the 4th quarter of the school year 2020-2021 at Junior High School in District II. The study's findings using descriptive and inferential statistics revealed a significant difference in the students' physics achievement mean scores and a significant difference in the students’ energy-momentum mean scores before and after their exposure to online teaching in physics using the Just-in-Time Teaching (JiTT) strategy. The class average normalized gain (g) of the 48 respondents on the adopted Energy-Momentum Concept Test (EMCT) resulted in statistically “high” normalized gain (g) in their conceptual understanding before and after their exposure to online teaching in physics using the Just-in-Time Teaching (JiTT) strategy. Furthermore, the learning experiences survey responses revealed positive results and improvement on the students’ learning experiences in JiTT’s warm-up exercises. Hence, it was concluded that the online teaching in physics using the Just-in-Time Teaching (JiTT) as a teaching-learning strategy might significantly improve the students' academic achievement and conceptual understanding in grade 9 physics. (shrink)

Indiscipline in schools has attracted the attention of many people and has eventually become the focus of discussions on many platforms. The purpose of the study was to find out the perceptions of teachers and students at the Abuakwa South Municipality of Ghana on student indiscipline behaviours. The study employed the descriptive survey and the approach was concurrent mixed method, involving bothquantitative and qualitative paradigms. Purposive and simple random sampling methods were used to obtaina sample size of five hundred and (...) thirty (530) respondents. The main instruments used for the study were questionnaire and a semi-structured interview guide. Data was analysed using inferential statistics and content analysis. Findings from the study revealed that; there was no perceptual difference between students and teachers views on acts that constitute disciplinary behaviours. Additional, there were differences in thestudents and teachers perceptions of the influences of peer pressure on students’ disciplinary behaviours. Itwas recommended among others that peer counselling sessions should be organized periodically among students for them to be aware of acceptable behaviours in the school system and how they can maintain desirable behaviours. (shrink)

The influence of parenting styles on the psychosocial wellbeing of Nigerian adolescents is yet to be given adequate research attention. This study bridges the gap in knowledge. Findings may be useful in planning appropriate interventions programme necessary to improve the psychosocial wellbeing of adolescents in Osun state, southwestern Nigeria and relation with similar social cultural background. Purposive sampling technique was used to select 332 (mean age = 14) in-school adolescents who responded to Mental Health Continuum – Short Form (MHS-SF) and (...) Parenting Style Instrument (PSI). Descriptive and inferential statistics (Regression, Independent sample t test and One Way ANOVA) were used for data analysis. A low level of psychosocial wellbeing was observed among the adolescents. Prevalence of very low levels of emotional wellbeing (16.9%), social wellbeing (22%), and psychological wellbeing (19.3%) were reported. Patterns of observed parenting styles are authoritative parenting style (45.5%, 41.6%, and 12.9%), authoritarian parenting style (53%, 30.7% and 16.3%); permissive parenting style (64.2%, 20.7% and 15.1%) for low, high and very high levels respectively. No significant gender difference was observed in the psychosocial wellbeing scores of the adolescents; a significant religious affiliation difference was found in the social wellbeing of the participants. Adolescents from public schools manifested higher levels of social wellbeing than their counterparts from private schools. Parenting styles significantly predict level of psychosocial wellbeing of the adolescents. Neither family type nor family size had significant influence on level of psycho-social wellbeing of the adolescents. (shrink)

Abstract: This study is designed to investigate the influence of menstruation on the academic achievement of senior secondary school Biology students in Irewole Local Government Area of Osun State, Nigeria. In the light of this, three specific objectives and research questions were highlighted not only to achieve but also to answer. The study employed quasi-experimental design. Besides, purposive sampling technique was used to take a sample of sixty-five (65) Grade 11 (Senior Secondary School II) students from three public high school (...) within the study area. The data generated from the instrument that is Biology Achievement Test (BAT) was analysed with the aid of a component of inferential statistics. The findings revealed a significant relationship between the academic achievement of students in Biology and menstruation. This is because, students before their menstrual period had mean score of 45 marks which was slightly higher than the one they had during (that is 42 marks) their menstrual period. A significant association between the academic achievement of students in Biology and menstrual pains was also observed. However, there was no significant relationship between the academic achievement in Biology among participants and duration of menstruation. This means that number of days used to complete menstruation period was insignificant to academic achievement of the participants in Biology. It is inferred from the study that there is relationship between menstruation and students’ academic performance in Biology among public secondary schools. Recommendations such as provision of conducive facilities in schools, constant awareness programme on the subject matter among others were made. (shrink)

The untrained early childhood development education (ECDE) teacher tends to escape from children’s problems instead of dealing with them. They do not know how to deal with different age groups since they do not know what tasks to give which group of children. The type of training enables a teacher to escape the constraints of a curriculum. Once this issue can be established, preferably by research, it will ease the inconsistencies in the ECDE teacher training in Kenya. The purpose of (...) this study was to establish teacher factors that influence the choice of teaching methods used by ECDE teachers in Keiyo South District. This study was guided by the Learning Styles theory by McCarthy (1980) and adopted a descriptive survey design. The study targeted 126 public ECDE centres, 252 ECDE teachers and 126 ECDE head teachers in the public EDCE centres in the district. Simple random sampling technique was used to select 38 public ECDE centres. The study used the questionnaire, interview schedule and observation checklist to collect data. Data was analyzed using descriptive and inferential statistics and presented using frequencies and percentages. The availability of teaching /learning materials, age of the ECDE child, mastery of content and teacher’s experience influenced the choice of teaching method. Others such as teacher motivation, number of children and the school locality also tend to influence the choice of the teaching method. It was also established that there was a relationship between the factors and choice of teaching method. A teacher should embrace the use of a variety of teaching methods; they should appropriately choose the teaching methods in consideration of the learners’ needs. (shrink)

Biomass is one of the main sources of energy in Kenya accounting for over 68% of the total primary energy consumption. The continued dependency on biomass energy has resulted to land degradation, deforestation, drought and famine. The adoption and continued use of biogas energy technologies within the developed and developing countries is of great social, economic and environmental benefit. Although the positive benefits of using biogas is clear, in Africa and Kenya the households’ biogas adoption level is low. The main (...) purpose of this study was to analyze social, economic factors that influence adoption of biogas energy among farm households in Nandi, Uasin-Gishu and Trans-Nzoia counties in North Rift region of Kenya. The target population was all the farm households in the three counties. The study employed farm household multistage research design mainly cluster, and simple random sampling techniques to get a sample size of 295 respondents for the study. Farm households were used as units for analysis. Data was collected using questionnaires and analyzed using descriptive and inferential statistics. Logit model was used to estimate the parameters of the regression model. The results indicated that: social-economic factors were significant determinants of adoption of biogas technology (p – value 0.0000 < 0. 05) for all variables in North Rift region of Kenya. From the study findings, the following recommendations are drawn: Firstly government and other stakeholders should design policies that encourage the use of sustainable energy sources such as biogas. Secondly, incentives and provision of subsidies in terms of financial support should be given to households to acquire biogas devices. Thirdly households should be educated on benefits of using biogas. Government should also ensure efficient extension services in the study area by organizing workshops, trainings and make provisions to facilitate extension. (shrink)

Despite the many advantages that mobile money o ers to Small and Medium-sized Enterprises (SMEs) relative to traditional banking services, the majority of stakeholders of this platform have not yet maximised its use owing to several concerns not limited to trust, awareness, and even cost. To examine the factors justifying the adoption and usage of Mobile Money Services (MMS) among SMEs, the types of Mobile Money Services used by these SMEs, and the interdependences between these variables, this study adopted an (...) exploratory approach. The researchers elected to use a mixed-method approach, which necessitated the usage of a survey questionnaire and structured in-depth interviews. Representatives of 12 SMEs were interviewed during the qualitative phase to corroborate the 285 SMEs surveyed in the quantitative part of the study. Descriptive and inferential statistics were adopted to analyse the quantitative data using the Statistical Packages for Social Sciences version 26 (SPSS version 26). The researchers described the qualitative data according to themes, and the findings were combined after that. While no single factor was accountable, it emerged that accessibility, safety, and convenience were the main factors that entice SMEs in Douala, Cameroon to embrace mobile money services in the effort to receive money from clientele, pay suppliers, and purchase airtime for additional transactions (most preferred mobile money services). Furthermore, it was found that there was a statistically significant association between most of the motivating factors cited and the most preferred mobile money services used by SMEs in Douala. These findings validate the role that mobile money plays in promoting the inclusive finance agenda for SMEs, mainly in the context of emerging economies where the majority of people and businesses do not have access to banking services and therefore may be of interest to policymakers and different stakeholders. Furthermore, an identification of the types of mobile money services businesspersons mostly use in Douala, a business hub, may help to develop businesses by directing the stakeholders to agenda items of interest in the context of Cameroon. (shrink)

Proactive educational institutions have introduced entrepreneurship education in their curricula to improve the employability of their learners. Using learners as the lens, the aim of this paper was to assess the efficacy of such programmes in the context of South African high schools and taking into consideration the ethnic and income dynamics of such schools. We argue in this paper that entrepreneurial intention should be complemented with other measures such as frequent enterprise visits and school business projects, especially in the (...) context of junior learners. Purposive sampling was used to select the schools for the case study. Learners (N=403) were drawn from high, medium and low-income schools for the study. Quantifying and non-quantifying data analysis methods were used to interpret the data. Descriptive and inferential statistical techniques were implored to analyse the survey data. The data set was subjected to chi-square tests and multivariate analysis using the SPSS software. It was revealed that an overwhelming majority (62%) of the respondents indicated that they would like to start up a business after their studies. Of these numbers, the overwhelming majority (81%) were black learners. It is also worth noting that a significant proportion (73%) of those that want to become entrepreneurs actually came from the middle income schools. (shrink)

Recently, research capability has received an overwhelming and remarkable interest among academics and practitioners. This is timely since the Department of Education had institutionalized research and encouraged teachers to engage in it to support evidence-based practice, decision-making, policy, and program development. On these premises, a study was carried out to assess the research capability of public teachers in Malaybalay City, determine its correlates and determinants. It utilized descriptive, correlational, and explanatory designs. It administered survey questionnaires to 92 participants. Data were (...) analyzed using descriptive and inferential statistics. The results revealed that teachers were slightly capable of conducting research and having neutral attitudes toward it, motivated to write research, had a high level of difficulties in research processes, and moderately capable of action planning. They also show evidence of potential in mentoring. Further, mentoring and action planning skills, motivation to write research, attitudes toward research, and the number of studies completed by teachers were the correlates of their research capability at different magnitudes of the relationship. Notably, the research capability of teachers had a low, negative but significant relationship with their age and accumulated years of service. Thus, this capability deteriorates as they age and accumulate years of service. The motivation to write research, the number of studies completed, and age were the determinants of research capability. It was concluded that research capability can be determined and predicted by how motivated teachers are to write research, how productive they are in research, and how young they are when they engage in this rigorous endeavor. The study identified and recommended topics for continuing professional development. (shrink)

DOI: 10.1080/00031305.2018.1564697 When the editors of Basic and Applied Social Psychology effectively banned the use of null hypothesis significance testing (NHST) from articles published in their journal, it set off a fire-storm of discussions both supporting the decision and defending the utility of NHST in scientific research. At the heart of NHST is the p-value which is the probability of obtaining an effect equal to or more extreme than the one observed in the sample data, given the null hypothesis and (...) other model assumptions. Although this is conceptually different from the probability of the null hypothesis being true, given the sample, p-values nonetheless can provide evidential information, toward making an inference about a parameter. Applying a 10,000-case simulation described in this article, the authors found that p-values’ inferential signals to either reject or not reject a null hypothesis about the mean (α = 0.05) were consistent for almost 70% of the cases with the parameter’s true location for the sampled-from population. Success increases if a hybrid decision criterion, minimum effect size plus p-value (MESP), is used. Here, rejecting the null also requires the difference of the observed statistic from the exact null to be meaningfully large or practically significant, in the researcher’s judgment and experience. The simulation compares performances of several methods: from p-value and/or effect size-based, to confidence-interval based, under various conditions of true location of the mean, test power, and comparative sizes of the meaningful distance and population variability. For any inference procedure that outputs a binary indicator, like flagging whether a p-value is significant, the output of one single experiment is not sufficient evidence for a definitive conclusion. Yet, if a tool like MESP generates a relatively reliable signal and is used knowledgeably as part of a research process, it can provide useful information. (shrink)

Many tasks in statistical and causal inference can be construed as problems of entailment in a suitable formal language. We ask whether those problems are more difficult, from a computational perspective, for causal probabilistic languages than for pure probabilistic (or “associational”) languages. Despite several senses in which causal reasoning is indeed more complex—both expressively and inferentially—we show that causal entailment (or satisfiability) problems can be systematically and robustly reduced to purely probabilistic problems. Thus there is no jump in computational complexity. (...) Along the way we answer several open problems concerning the complexity of well-known probability logics, in particular demonstrating the ${\exists \mathbb {R}}$ -completeness of a polynomial probability calculus, as well as a seemingly much simpler system, the logic of comparative conditional probability. (shrink)

There is a widely held view on measurement inferences, that goes back to Stevens’s ([1946]) theory of measurement scales and ‘permissible statistics’. This view defends the following prohibition: you should not make inferences from averages taken with ordinal scales (versus quantitative scales: interval or ratio). This prohibition is general—it applies to all ordinal scales—and it is sometimes endorsed without qualification. Adhering to it dramatically limits the research that the social and biomedical sciences can conduct. I provide a Bayesian analysis (...) of this inferential problem, determining when measurements from ordinal scales can be used to confirm hypotheses about relative group averages. The prohibition, I conclude, cannot be upheld, even in a qualified sense. The beliefs needed to make average comparisons are less demanding than those appropriate for quantitative scales. I illustrate with the alleged paradigm ordinal scale, Mohs’ scale of mineral hardness, arguing that the literature has mischaracterized it. (shrink)

Introduction: Clinical practice guidelines (CPGs) are an important source of justification for clinical decisions in modern evidence-based practice. Yet, we have given little attention to how they argue their evidence. In particular, how do CPGs argue for treatment with long-term medications that are increasingly prescribed to older patients? Approach and rationale: I selected six disease-specific guidelines recommending treatment with five of the medication classes most commonly prescribed for seniors in Ontario, Canada. I considered the stated aims of these CPGs and (...) the techniques employed towards those aims. Finally, I reconstructed and logically analysed the arguments supporting recommendations for pharmacotherapy. Analysis: The primary function of CPGs is rhetorical, or persuasive, and their means of persuasion include both a display of their credibility and their argumentation. Arguments supporting pharmacotherapy recommendations for the target population follow a common inductive pattern: statistical generalization from randomized controlled trial (RCT) and meta-analysis evidence. Two of the CPGs also argue their treatment recommendations for older patients in this style, while three fail to justify pharmacotherapy specifically for the older population. Discussion: The arguments analysed lack the auxiliary assumptions that would warrant making a generalization about the clinical effectiveness of medications for the older population. Guidelines reason using simple induction, while ignoring important inferential gaps. Future guidelines should aspire to be well-reasoned rather than simply evidence-based; argue from a plurality of evidence; be wary of hasty inductions; appropriately limit the scope of their recommendations; and avoid making law-like, prescriptive generalizations. (shrink)

Several developments for diverse scientific goals, mostly in physics and physiology, had to take place, which eventually gave us fMRI as one of the central research paradigms of contemporary cognitive neuroscience. This technique stands on solid foundations established by the physics of magnetic resonance and the physiology of hemodynamics and is complimented by computational and statistical techniques. I argue, and support using concrete examples, that these foundations give rise to a productive theory-ladenness in fMRI, which enables researchers to identify and (...) control for the types of methodological and inferential errors. Consequently, this makes it possible for researchers to represent and investigate cognitive phenomena in terms of hemodynamic data and for experimental knowledge to grow independently of large scale theories of cognition. (shrink)

We can infer moral conclusions from nonmoral evidence using a three-step procedure. First, we distinguish the processes generating belief so that their reliability in generating true belief is statistically predictable. Second, we assess the processes’ reliability, perhaps by observing how frequently they generate true nonmoral belief or logically inconsistent beliefs. Third, we adjust our credence in moral propositions in light of the truth ratios of the processes generating beliefs in them. This inferential route involves empirically discovering truths of the (...) form “Process P, which generates belief in moral proposition M, has truth ratio T", and using them to discover probabilities for moral propositions. The inferential route is noncircular, and progress along it is driven fundamentally by induction. (shrink)

Background: One of the all-time questions in evolutionary biology regards the evolution of organismal shapes, and in particular why certain forms appear repeatedly in the history of life, others only seldom and still others not at all. Recent research in this field has deployed the conceptual framework of constraints and natural selection as measured by quantitative genetic methods. Scope: In this paper I argue that quantitative genetics can by necessity only provide us with useful statistical sum- maries that may lead (...) researchers to formulate testable causal hypotheses, but that any inferential attempt beyond this is unreasonable. Instead, I suggest that thinking in terms of coordinates in phenotypic spaces, and approaching the problem using a variety of empirical methods (seeking a consilience of evidence), is more likely to lead to solid inferences regarding the causal basis of the historical patterns that make up most of the data available on phenotypic evolution. (shrink)

Researchers often lack the necessary data to credibly estimate racial discrimination in policing. In particular, police administrative records lack information on civilians police observe but do not investigate. In this article, we show that if police racially discriminate when choosing whom to investigate, analyses using administrative records to estimate racial discrimination in police behavior are statistically biased, and many quantities of interest are unidentified—even among investigated individuals—absent strong and untestable assumptions. Using principal stratification in a causal mediation framework, we derive (...) the exact form of the statistical bias that results from traditional estimation. We develop a bias-correction procedure and nonparametric sharp bounds for race effects, replicate published findings, and show the traditional estimator can severely underestimate levels of racially biased policing or mask discrimination entirely. We conclude by outlining a general and feasible design for future studies that is robust to this inferential snare. (shrink)

Natural disaster affects everyone’s lives regardless of position and status in life but its impact can be mitigated by doing necessary preparations. This survey-correlational research design aimed to determine the disaster awareness, preparedness, and resiliency preparation of the 249 randomly selected higher education students from a state university in the province of Aklan. A 3-part researcher-made questionnaire was utilized to gather data about disaster awareness, preparedness, and resiliency preparation. The instruments were subjected to validity and reliability testing. The statistical tools (...) used in data analyses were mean, standard deviation, Analysis of Variance (ANOVA) and Pearson’s r. Inferential test was set at 5% level of significance. The results revealed that the higher education students had high level of disaster awareness. They also had very high level of disaster preparedness, and very high level of disaster resiliency preparation. There is significant variation in the disaster preparedness of the students. There is also significant difference in the disaster resiliency preparation of the students. Moreover, disaster awareness, disaster preparedness, and disaster resiliency preparation are significantly associated. -/- . (shrink)

In a recent paper, Erasmus et al. (2021) defend the idea that the ambiguity of the term “explanation” in explainable AI (XAI) can be solved by adopting any of four different extant accounts of explanation in the philosophy of science: the Deductive Nomological, Inductive Statistical, Causal Mechanical, and New Mechanist models. In this chapter, I show that the authors’ claim that these accounts can be applied to deep neural networks as they would to any natural phenomenon is mistaken. I also (...) provide a more general argument as to why the notion of explainability as it is currently used in the XAI literature bears little resemblance to the traditional concept of scientific explanation. It would be more fruitful to use the label “understandable AI” to avoid the confusion that surrounds the goal and purposes of XAI. In the second half of the chapter, I argue for a pragmatic conception of understanding that is better suited to play the central role attributed to explanation in XAI. Following De Regt (2017) and Kuorikoski and Ylikoski (2015), the conditions of satisfaction for understanding an ML system are fleshed out in terms of an agent’s success in using the system. (shrink)

A B S T R A C T This paper examines business level strategies and the impact of strategy formulation, strategy content and strategy implementation on competitive performance, all within the food manufacturing sector in Zimbabwe. As far as the author was able to establish by examining the previous studies, none of the previous studies have looked into strategic formulation, business-level strategy and strategy implementation simultaneously in a single study. The objective of this research study is premised on establishing cause (...) and remedies to gain competitiveness in the food manufacturing sector in Zimbabwe. Survey data affecting manufacturing sector competiveness like corruption, finance, technology, labour force, uncompetitive exports, unreliable and high cost electricity were analysed. Furthermore this study considers the moderating effects of environment on the relationship between strategy formulation and competitive performance and strategy content and implementation. The paper also assesses the moderating effect of business level structure on the relationship between strategy formulation content and competitive implementation performance. This study also addresses some of the methodological shortcomings of the previous studies by clearly defining the food manufacturing industry in Zimbabwe, using a good sample size and by using properly validated constructs. The sample size of this research paper consisted of 150 Chief Executive Officers located in Harare, Bulawayo, Mutare, Gweru and Masvingo in Zimbabwean. The research instrument used was the self – administered questionnaire. Data collected was analyzed using both inferential and descriptive statistical tools. The structural model indicates that some of the bivariate relationships become insignificant when strategy formulation is studied along with business-level strategy and strategy implementation simultaneously. Results obtained from the study revealed that strategy formulation and implementation if fully practiced in food manufacturing organisations enhances efficiency, profitability and competitive advantage in a dynamic environments. The paper recommended a conceptual model for Strategy formulation and implementation for competitive advantage in the food manufacturing industry in Zimbabwe. (shrink)

Most of our memories are inferential, so says Sven Bernecker in Memory: A Philosophical Study. I show that his account of inferentially remembering that p is too strong. A revision of the account that avoids the difficulty is proposed. Since inferential memory that p is memory that q (a proposition distinct from p) with an admixture of inference from one’s memory that q and a true thought one has that r, its analysis presupposes an adequate account of the (...) (presumably non-inferential) memory that q. Bernecker’s account of non-inferentially remembering that is shown to be inadequate. A remedy lies in strengthening the account by requiring the rememberer to have had prima facie justification to believe that q, any defeaters of which were misleading. (shrink)

This paper critically examines currently influential transparency accounts of our knowledge of our own beliefs that say that self-ascriptions of belief typically are arrived at by “looking outward” onto the world. For example, one version of the transparency account says that one self-ascribes beliefs via an inference from a premise to the conclusion that one believes that premise. This rule of inference reliably yields accurate self-ascriptions because you cannot infer a conclusion from a premise without believing the premise, and so (...) you cannot infer from a premise that you believe the premise unless you do believe it. I argue that this procedure cannot be a source of justification, however, because one can be justified in inferring from p that q only if p amounts to strong evidence that q is true. This is incompatible with the transparency account because p often is not very strong evidence that you believe that p. For example, unless you are a weather expert, the fact that it will rain is not very strong evidence that you believe it will rain. After showing how this intuitive problem can be made precise, I conclude with a broader lesson about the nature of inferential justification: that beliefs, when justified, must be underwritten by beliefs, when justified, must be underwritten by evidential relationships between the facts or propositions which those beliefs represent. (shrink)