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    Illegitimate contradictions: The construction of centralisation, exclusion and marginalisation in the Kenyan State

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    Power is fickle, they say. Its wielders, therefore, wield it fleetingly. It is both potent and fragile. How can something so abstract and intangible be responsible for so much tangibility, such real world effects? The choices flowing from power wielding create categories of being and knowledge. These ontologies and epistemologies define the existence of individuals, their communities, their nostalgic past and the haz

    Decentralisation and inclusion in Kenya From pre-colonial times to the first decade of devolution

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    Mahmood Mamdani’s Citizen and subject is a good starting point for conceptualising power and marginalisation in Africa generally and even Kenya specifically. This framework appreciates that the colonial project was both illegitimate and contradictory from the very beginning. It was illegitimate because it was imposed on the native populations. It was contradictory in the sense that its objects and means were bad even for its own existence. The challenge that faced the colonialists was how, as a foreign minority race, they could rule over native majority races but yet still extract resources and labour not just for the settler community but also for their economies back in Europe. The result was always a bifurcated state in which a small racial minority enjoyed privileged ‘citizenship’ status while the majority was mistreated as ‘subjects’. 1Colonial history in Africa generally and Kenya especially is one of state-sanctioned usurpations against the natives. Colonial policies of apartheid relegated native Africans to the reserves where marginalisation, discrimination and other violations of human rights were prevalent. Although the colonial project in Africa commenced after the French and American revolutions, the colonialists only applied the rights associated with these uprisings to the white minorities, the citizens. This privileged group, which, in Kenya’s context, inhabited fertile highlands and better-furnished urban areas, enjoyed the freedoms of assembly, association, expression, among others, and were gradually entitled to representation in the legislative bodies. On the other hand, the native Africans were not entitled to the above-mentioned rights. As subjects, the native Africans did not bear even critical rights like participation and representation until towards the end of the colonial epoch. Moreover, displacements, landlessness, police brutality, and poor infrastructure, among others, were some of the main highlights of life in the native reserves. Colonial power in the native reserves was, plainly speaking, authoritarian. Instead of rights, the colonial powers governed Africans through a modified system of customary law whose administrators, the chiefs, were under their total control and instruction. African customs only applied where they did not threaten colonial power and western civilisation. Native customs were modified to align with colonial values like patriarchy and the extractive objectives of the colonial state and its morality. Colonial policy and morality enhanced the marginalisation of women, youth, persons with disabilities (PWDs), rural populations and other minority groups

    Decentralisation and inclusion in Kenya From pre-colonial times to the first decade of devolution

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    Kenya is run by a devolved system of government. This system was reached through historical processes by which the State itself evolved to become what it is today. An understanding of the origin, structure and effectiveness or otherwise of the extant devolved system demands some history. The purpose of this chapter is to restate this history while reflecting on the implication of the various historical happenings on the question of marginalisation, which is at the core of the research in this publication. The chapter explores the theme of decentralisation of government in Kenya since the colonial days. In so doing, the chapter captures the various phases through which Kenya’s governance structure has evolved; The pre-colonial society, the colonial State, and the postcolonial State. In each of these epochs, the chapter sets out the key historical, normative, policy, structural and administrative developments. The chapter also examines the dominant ideologies that informed the identified developments. It concomitantly reflects on the question of marginalisation as dealt with alongside these key developments, and addresses the historical socio-economic neglect of segments of the Kenyan society over time. The chapter also lays bare the appurtenant struggles

    Decentralisation and inclusion in Kenya From pre-colonial times to the first decade of devolution

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    Two variables preoccupy this entire study – decentralisation and inclusion. We hypothesise that there is a positive relationship between decentralisation and the inclusion of various groups; that the more we decentralise the more we attain inclusion. That the converse is also true: the more we centralise the more we marginalise. The conceptual basis for the historical relationship between decentralisation and inclusion in Kenya was addressed in Chapter 2 of this study. Chapter 3 discussed the first variable (decentralisation) in historical perspective, while Chapter 4 reviewed the second variable (inclusion) also historically. All the chapters above cover the trajectory of the respective variables from pre-colonial times to the first decade of devolution under the Constitution of Kenya, 2010 (2010 Constitution). What emerges clearly from the expositions are the struggles for decentralisation and inclusion by those on the outside, and efforts to congest more powers at the centre and to exclude the others by those on the inside. However, the clamour for decentralisation and inclusion won a major battlefront when the 2010 Constitution, which entrenched devolution as one of the overarching principles, was promulgated

    CLIENT SIDE MULTI-LINGUAL MODEL FOR ENHANCING PERFORMANCE IN SHORT MESSAGE SERVICE SPAM DETECTION

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    Millions of money are lost by mobile phone users every year due to short message service spam, a social engineering skill attempting to obtain sensitive information such as passwords, personal identification numbers and other private data by posing as a trustworthy entity through short message service. Most spammers are constantly developing new sophisticated methods, rendering previous techniques obsolete. A thoughtful deficiency in most sms spam detection methods is lack of satisfying accuracy, reliability, low performance and comprehensibility especially when individual classifiers are used, these remains important aspects to be considered for an optimal model development. Sms spam detection using machine learning techniques is a new approach especially in ubiquitous computing devices such as mobile phones, moreover the design of short message spam detection techniques in a mobile platform is challenging task due to the non-stationary distribution of the data and the multi-lingual nature of text messages from users. It is in this background that the research proposes a multi-stage ensemble hybrid client side multilingual sms spam detection model for a mobile environment using machine learning techniques. It involves enhanced use of pre-processing techniques, content based feature engineering techniques, multilingual natural language processing, data training and testing. A hybrid ensemble machine learning method is used to combine the classifiers based on a combination algorithm. The contributors of multi-lingual messages data include a combination of secondary data from University of California Irvine public repository and primary data from local users and sampled local repositories in Kenya. Machine learning and data mining experiments are conducted using Java based Waikato environment for knowledge analysis. The results and discussions are analyzed and presented in form of descriptive statistics. The effectiveness of the proposed model is empirically validated using ensemble classification methods that gave an overall classification accuracy of 98.2606%. The results from this study demonstrates that the proposed ensemble model improves the overall performance by increasing the accuracy and reducing false positives

    EFFECT OF EMPLOYEE VOICE STRATEGIES ON JOB SATISFACTION AMONG THE MEDICAL STAFF IN PUBLIC HEALTH FACILITIES IN COUNTY GOVERNMENT OFBOMET, KENYA

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    The public health facilities in Kenya provide diverse health services to its citizens throughout the country. Public health employees across the country have exhibited some dissatisfaction in the recent past which has led to poor service delivery as well as strikes. This is as a result of delays in salaries, poor remuneration, poor working conditions, lack of Personal Protective Equipment (PPEs) and non-inclusion of employees in airing their views. These issues and others are indicative of having demotivated and unsatisfied employees. This study therefore purposed to establish the effect of employee voice strategies on job satisfaction among the medical staff in public health facilities in County government of Bomet. Specifically, the study sought to examine whether attitude survey, upward communication, employee participation and suggestion schemes have an effect on job satisfaction of employees in public health facilities in County government of Bomet. The study was guided by Herzberg two-factor theory and anxiety uncertain theory.A cross sectional descriptive research design was used. The study targeted 205 medical staff drawn from three public health facilities in County government of Bomet. Stratified random sampling technique was used. A sample size of 136 medical staff was used in the study. A questionnaire was used for data collection. Pilot study was undertaken in Kericho referral hospital. Validity and reliability was carried out using Cronbach alpha coefficient. The validity of the study was checked using content validity through expert judgement. Descriptive analysis was used to describe the study constructs using frequencies, percentages, and means. The study undertook a correlational analysis. The results of the study indicated that all the independent variables had a statistically significant association with the job satisfaction. The study found that the attitude survey had a statistically significant influence on job satisfaction levels. The study concluded that the attitude survey had a statistically significant influence on the job satisfaction levels. The study further found that the unstandardized regression beta stood at 0.597 which indicated that a unit increase in attitude survey would lead to 0.597 change in the job satisfaction. The researcher found that the upward communication had a statistically significant influence on the job satisfaction aspects. The researcher further observed that the regression coefficient that was achieved for the influence of the upward communication on the job satisfaction was 0.404. This indicated that a unit change in the upward communication would be associated with 0.404 change in the job satisfaction. The study found that employee participation within the Bomet hospitals had a statistically significant influence on job satisfaction in the county. The study further found that the regression coefficient stood at 0.546 which implied that a unit change in the employee participation would lead to 0.546 change in the job satisfaction. The study found that the suggestion schemes had a statistically significant influence on the job satisfaction levels. The unstandardized regression coefficient that were observed stood at 0.652 which implied that a unit change in the suggestion schemes led to 0.652 change in the job satisfaction. The study recommends that the healthcare management should focus on the attitude survey, upward communication, and suggestion schemes in order to improve on the job satisfaction amongst the worker

    Effect of Internet Banking on Financial Performance of Commercial Banks Listed on the Nairobi Securities Exchange

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    The financial challenges faced by commercial banks in Kenya albeit the increased adoption of electronic banking as well as scanty pertinent empirical evidence, have necessitated this study which sought to establish the influence of e-banking on financial performance of commercial banks in Kenya. Specifically, the study examined the effect internet banking on financial performance of listed commercial banks in Kenya. The study was guided by the innovation diffusion, and economic value added theories. An explanatory research design was adopted. The 11 commercial banks listed at the Nairobi Securities Exchange as at December 31st , 2020 constituted the accessible population. Purposive sampling technique was employed to obtain a sample of 11 listed banks from the 42 licensed banks in Kenya. The study used secondarydata which were panel in nature covering a period from 2014 to 2020. The pertinent data were collected using a structured data collection sheet through desk research. The Statistical Package for Social Sciences was used to analyze data using both descriptive and inferential statistics. The results of the analyses were presented in form of tables. According to the study findings internet banking (p = 0.016) had statistically significant correlation with return on equity (the indicator of financial performance used in this study) at p-value = 0.05. The results of simple linear regression analysis indicated that, at p-value = 0.05, the effect of internet banking on financial performance was statistically significant (t = -3.561; p = 0.016). It was concluded that internet banking was an important dimension of electronic banking with regard to financial performance of listed commercial banks. It is recommended that commercial banks should be more comprehensive in their reporting on internet banking

    nvestigating the Role of Local Community in Preventing Teenage Girls’ Pregnancy in Nyandarua North Sub-County, Kenya.

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    The study aimed to investigate the local community’s role in preventing teenage girls’ pregnancy in Nyandarua North Sub-county, Kenya. The study applied Social Cognitive Theory, using a descriptive cross-sectional survey research design; data was collected from a target population of 14 chiefs from the fourteen locations within the sub-county and 27,917 households. An accessible population of 569 households was identified to take part in the research-using cluster, purposive and snowballing sampling. All chiefs in the fourteen locations took part in the study. The data was obtained through interviews and questionnaires. The instruments were systematically assessed for validity through review by experts in the School of Education Kabarak University and by carrying out a pilot study comprising 30 households in Nyandarua Central Sub- County to ensure questionnaires gathered the information required by the study. Qualitative data was analysed descriptively, which was further analysed using version 24.0 of the Statistical Package for Social Sciences (SPSS). The study also found that community-initiated projects for mentoring teen girls are present in the location from information gathered from chiefs, but most girls were not aware of this. In addition, it was noted that teen girls are dating older men, especially Boda Boda operators. The study recommended that Chiefs and members of the community should undertake a thorough awareness campaign through churches, chief barazas and schools and encourage collective parenting of all teenagers within the are

    Strategic Procurement Management Practices and Performance of Real Estate firms in Nairobi County, Kenya

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    In Kenya, the real estate industry provided 9.0% of the GDP of the nation in the second quarter of 2020. It also made a large contribution to employment generation and the provision of residential and commercial space. But because of the weak housing market, which is demonstrated by the housing index's progressive and severe decrease in the 2019- 2020 period, real estate enterprises continue to encounter a variety of performance issues. The real estate firms in Kenya have also had challenges of late delivery of the housing projects, poor quality of delivered projects, client funds misappropriations, and legal challenges with their clients. This study sought to examine the effect of procurement management practices on the performance of real estate firms in Nairobi County, Kenya. This study utilized correlational research design. The study’s population was the 100 senior managers of real estate firms in Nairobi County, Kenya. The study utilized a sample size of 50 respondent’s generated using Naissuma coefficient of variation formula. The study collected data using structured questionnaires. The findings indicated that strategic procurement practices have a significant effect on the performance of real estate firms. The study concludes that applying aspects such as supplier optimization dynamics, supplier development and strategic alliances with suppliers is significant in organization performance among firms. The study recommends that supplier development strategies in terms of financial support and training ought to be underscored. The real estate practitioners and investors in the real estate may gain an understanding on the effect of the strategic management practices on the performance of the real estate firm

    Staff Involvement on Employee Performance in Geothermal Development Company in Nakuru County, Kenya

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    he performance of geothermal development company has been declining in an environment where resources are scarce and needs have been mounting. The study therefore sought to assess the effect of staff involvement on employee performance of geothermal development company in Nakuru County, Kenya. The study was informed by the concept of stakeholder theory. The study used a descriptive research design. The target population of the study was 1097 employees at GDC Nakuru County. The study used Nassiuma’s (2000) formula to get a sample size of 100. The study further adopted a stratified random sampling from which the samples were allocated to various categories according to their relative sizes in the targeted population. Questionnaires were used to collect primary data desirable for the study. Reliability of the data collection instrument in this study was enhanced by pre-testing the questionnaire with a selected sample which was not included in the main study. Cronbach's Alpha was used to determine reliability of the research instrument. Quantitative data was analyzed through SPSS Version 24. Descriptive and inferential statistics was employed in the study. Descriptive statistics involve the use of percentages, frequencies, mean and standard deviation. Inferential statistic involved the use of correlation analysis and regression analysis. Presentation of the study was done using table. The findings indicated that there is a moderate relationship between staff involvement and employee performance in geothermal development company in Kenya (r=.382 and p<0.05). In addition the study concluded that staff involvement is significantly related to employee performance in geothermal development company in Kenya. From the conclusion the study recommended that Geothermal Development Company should actively involve employees in decision making this will make them feel as part of the organization this will consequently enhance their productivi

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