Secondary Data Research Articles

Pengaruh Struktur Modal, Ukuran Perusahaan Dan Umur Perusahaan Terhadap Nilai Perusahaan: Survey Pada Sektor Makanan dan Minuman Yang Terdaftar di Bursa Efek Indonesia Tahun 2015-2019

This study aims to determine the effect of capital structure, firm size and firm age on firm value in food and beverage companies listed on the Indonesia Stock Exchange. This type of research is quantitative research. The sample used was 19 companies from a population of 26 food and beverage companies listed on the Indonesian stock exchange in 2015-2019. This study uses secondary data, the data analysis method used is the panel data regression analysis method. The results showed that simultaneously capital structure, firm size and firm age had an effect on firm value. Then, partially capital structure and firm age have a significant negative effect on firm value. On the other hand, firm size has no significant negative effect on firm value. The amount of the Adjusted R Square (R2) is 0.692658 or 69.26%, which means that the ability of the independent variable to explain the variation in the dependent variable change is 69.26%, while the rest is 0.30% (100% - 69.26%) is influenced by other factors outside the research variables. The results of this study are expected to be taken into consideration by companies when they want to increase company value.

Factors Influencing Birth in Adolescents in the Province of West Nusa Tenggara

Background: Adolescent childbirth is a global problem, especially in developing countries. Based on data from the 2017 Indonesian Demographic and Health Survey (SDKI), the ASFR 15-19 at the national level is 36 per 1000 women while the NTB Province is 42 per 1000 women, so it is still in a position above the national level. Aims: To know the factors that influence teenage births. Methods: This research is an analytical study using secondary data from the results of the 2017 Indonesian Demographic and Health Survey (IDHS) by using a cross-sectional approach. The population in this study was 1368 respondents. sampling technique using purposive sampling obtained as many as 806 respondents. Data analysis was using univariate, bivariate analysis with chi-square, and multivariate with logistic regression analysis. Results: Based on the results of bivariate analysis, it was found that there was a significant relationship between the factors of education (CI 95% 2.996-16.366), age of first sex (CI 95% 2.271-11.853), use of contraception (CI 95% 0.292-0.846), number of children born (CI 95% 0.378-0.880) to teenagers. Factors of employment status (CI 95% 0.667-1.482) and living area (CI 95% 0.635-1.406) did not have a significant relationship with teenage births, while the results of multivariate analysis showed that the R2 value was 0.603 which means that education, age of first sex, use of contraceptives, and number of children contributed to teenage births of 60.3%, the remaining 39.7% is caused by other variables. Conclusion: Factors of education, age of first sex, use of contraceptives, and the number of children have a significant relationship with teenage births. It is hoped that the BKKBN of West Nusa Tenggara Province will evaluate the programs that have been established to determine the effectiveness of these programs in overcoming the problem of teenage births.

STRATEGI KYAI DALAM MENINGKATKAN MUTU DAN DAYA SAING PONDOK PESANTREN

This research wants to reveal the strategies of Islamic boarding school kyai in improving the quality and competitiveness of their educational institutions at Roudhotul Musthofa Rejotangan Islamic Boarding School and Arrosidiyah Rejotangan Islamic Boarding School, Tulungagung Regency. Results of qualitative descriptive research located at Roudhotul Mustofa Islamic Boarding School and Arrosidiyah Islamic Boarding School for 4 months, namely June - September 2023. Primary data sources are Kyai, Ustadz and Islamic boarding school students. Meanwhile, the secondary data is the researcher's observations with documents and field studies which are supporting research materials. Data analysis techniques include data collection, condensation and presentation of data and drawing conclusions. The results of this research show that the Kyai's strategy in improving quality and competitiveness is working well, characterized by formulation, implementation and evaluation, making Islamic boarding schools develop rapidly. The formulation includes a vision and mission and analyzes strengths and weaknesses. Implementing the strategy by implementing superior programs, namely tahfidz Qur'an and khatam kitab kuning within a certain time and forming an Islamic boarding school work team. evaluate with external environmental assessments, organizational assessments and performance assessments.

The Influence of E-banking on the Financial Performance of Kenyan Commercial Banks

Aims: The mobile and internet revolution has influenced creation and delivery of financial services leading to more innovative ways of linking customers and partners. Electronic Banking (e-banking) has opened up a new channel of banking resulting in new capabilities for banks as intermediaries. The research questions that the study sought to answer include, the role of mobile banking on the financial performance in Kenyan commercial banks, the effect of Electronic Funds Transfer (EFT) on the financial performance of Kenyan commercial banks.
 Study Design: The research adopted descriptive design with quantitative data approaches.
 Place and Duration of Study: The target population was made up of 24 Kenyan Commercial Banks in the North Coast region of Kenya with a total of 240 employees. These banks are top tier lead brands listed in the stock exchange in the banking sector in Kenya between December 2022 and July 2023.
 Methodology: Strata of top management (section heads), middle managers (branch managers and super agents) and operational employees (lower cadre employees & credit officers) provided 72 respondents. Both secondary and primary data sources were used with the self-administered questionnaires containing both open and closed ended questions. Data analysis included descriptive statistics, correlation and multiple regression on a model of Y = 1.518+ 0.438 X1 + 0.136 X2 + ε.
 Results: The correlation of the independent variables and the dependent variable was high and positive at 0.697 and 0.573 for mobile banking and Electronic Funds Transfer on financial performance respectively. The value of the adjusted R squared was found to be 0.654. The value of F-statistic was found to be 44.919 and it p-value 0.000. The regression coefficient of mobile banking was found to be 0.438 with a t-statistic value of 6.126.
 The regression coefficient of EFT was found to be 0.136 with a t-statistic value of 6.182.
 Conclusion: There is a strong relationship between mobile banking, EFT and financial performance of commercial banks in Kenya. M-banking has significantly reduced operational costs while EFT has increased the number of daily transactions. The study established that the popularity of m-banking has is due to the intensity of technology penetration of mobile phones to bank customers which has resulted in the number of customers registering for m-banking services to increase in the last five years. Commercial banks have also experienced increased ROA and growth in market share with adoption of e-banking.

Unfulfilled and method-specific contraceptive preferences among reproductive-aged contraceptive users in Arizona, Iowa, New Jersey, and Wisconsin.

To identify characteristics associated with unfulfilled contraceptive preferences, document reasons for these unfulfilled preferences, and examine how these unfulfilled preferences vary across specific method users. We draw on secondary baseline data from 4660 reproductive-aged contraceptive users in the Arizona, Iowa, New Jersey, and Wisconsin Surveys of Women (SoWs), state-representative surveys fielded between October 2018 and August 2020 across the four states. This is an observational cross-sectional study, which examined associations between individuals' reproductive health-related experiences and contraceptive preferences, adjusting for sociodemographic characteristics. Our primary outcome of interest is having an unfulfilled contraceptive preference, and a key independent variable is experience of high-quality contraceptive care. We also examine specific contraceptive method preferences according to current method used, as well as reasons for not using a preferred method. Survey respondents who indicated use of any contraceptive method within the last 3 months prior to the survey were eligible for inclusion in this analysis. Overall, 23% reported preferring to use a method other than their current method, ranging from 17% in Iowa to 26% in New Jersey. Young age (18-24), using methods not requiring provider involvement, and not receiving quality contraceptive care were key attributes associated with unfulfilled contraceptive preferences. Those using emergency contraception and fertility awareness-based methods had some of the highest levels of unfulfilled contraceptive preferences, while pills, condoms, partner vasectomy, and IUDs were identified as the most preferred methods. Reasons for not using preferred contraceptive methods fell largely into one of two buckets: system-level or interpersonal/individual reasons. Our findings highlight that avenues for decreasing the gap between contraceptive methods used and those preferred to be used may lie with healthcare providers and funding streams that support the delivery of contraceptive care.

Analysing Inequity in Accessibility to Services with Neighbourhood Location and Socio‐Economic Characteristics in Delhi

The lack of comprehensive spatial data for neighbourhoods in cities in the global South has posed a significant challenge for examining socio‐economic inequities in accessibility to services. By combining the primary (survey data) and secondary data sources with new spatial data sources (Earth observation data, Google Maps), we create a spatial database of 4,145 residential locations in Delhi, aggregating them into 1 km grid‐shaped neighbourhoods. The neighbourhood's economic status is evaluated using a composite index of the built environment, land price, and household income. Social characteristics are examined through the percentage of the scheduled caste (SC) population, considering their historical marginalization in Indian society. Using the E‐2SFCA method, we calculate accessibility to four key services and employ the geographically weighted regression (GWR) model to explore inequities in accessibility based on neighbourhood location and socio‐economic characteristics. Findings reveal inequity in accessibility to services at the neighbourhood level is primarily driven by spatial location rather than income or percentage of SC population. Moreover, the influence of socio‐economic characteristics on accessibility varies across locations. The spatial data mapping approach employed in this article can be applied to numerous rapidly urbanizing cities in the global South lacking block or neighbourhood‐level spatial data.

Examining Financial Hardship and Caregiver Subgroups in Kinship Foster Placements: A Machine Learning Approach

Children placed with kinship foster parents can experience less disruption and stronger family ties than children in non-kinship placements. However, financial hardship can restrict kinship caregivers from taking in relatives’ children. This study investigated (1) kinship caregivers’ financial standing compared to a national subsample of caregivers and (2) whether certain factors moderate the likelihood that a kinship caregiver will be able to provide care for additional non-relative children without additional financial assistance from the Department of Social Services (DSS). This study utilized primary data from 345 relatives across North Carolina and nationally representative secondary data on 6394 individuals’ financial circumstances. One-sample t-tests and chi-square goodness-of-fit tests revealed that caregivers who participated in our study generally fared better financially than caregivers at the national level. Model-based recursive partitioning results showed that if an additional child is placed in the home, the caregiver’s perceived capacity to provide care without extra DSS support decreased by approximately 19%, with a greater decrease (35%) among a subgroup of caregivers with low financial well-being status. The heterogeneity in caregivers’ experiences, capacities, and financial needs buttresses the need for nuanced interventions and programs targeting these caregivers, enabling them to provide more stable care for children placed in their homes.

Analysis of the Economic and Social Impact Study of the Application of Artificial Intelligence in the Agricultural Sector: A Multidisciplinary Study

Introduction: Agriculture is an important sector in the global and national economy. Artificial intelligence (AI) has great potential to increase the efficiency and productivity of the agricultural sector. This research aims to analyze the economic and social impacts of implementing AI in the agricultural sector.
 Methods: This research uses a multidisciplinary study method, combining qualitative and quantitative approaches. Data was collected through surveys, interviews, and secondary data analysis.
 Results: The application of AI in the agricultural sector can increase efficiency and productivity. AI can help farmers in various aspects, such as land processing, fertilization, pest control, and harvesting. The application of AI can create new jobs in the agricultural sector. However, the application of AI can also have several social impacts, such as unemployment and the digital divide.
 Conclusion: The application of AI in the agricultural sector has great potential to increase efficiency, productivity, and employment. However, it is important to consider the social impacts of implementing AI and formulate appropriate policies to address it.

Impact of Transformational Leadership on Organizational Performance in Public Sector Agencies in Somalia

Purpose: The aim of the study was to assess the impact of transformational leadership on organizational performance in public sector agencies in Somalia.
 Methodology: This study adopted a desk methodology. A desk study research design is commonly known as secondary data collection. This is basically collecting data from existing resources preferably because of its low cost advantage as compared to a field research. Our current study looked into already published studies and reports as the data was easily accessed through online journals and libraries.
 Findings: Several studies have investigated the impact of transformational leadership on organizational performance within public sector agencies, revealing significant insights. Transformational leadership, characterized by inspirational motivation, intellectual stimulation, individualized consideration, and idealized influence, has been found to positively influence various aspects of organizational performance. These include improved employee job satisfaction, increased employee commitment, enhanced organizational citizenship behavior, and greater organizational effectiveness. Furthermore, transformational leaders in public sector agencies tend to foster innovation and creativity among employees, leading to improved service delivery and better outcomes for stakeholders. Additionally, transformational leadership has been linked to higher levels of employee engagement and motivation, resulting in increased productivity and performance within these organizations.
 Implications to Theory, Practice and Policy: Social exchange theory, agency theory and social learning theory may be use to anchor future studies on assessing the impact of transformational leadership on organizational performance in public sector agencies in Somalia. Public sector agencies should invest in leadership development programs that focus on cultivating transformational leadership competencies among managers and executives. Public sector agencies should revise hiring and promotion criteria to prioritize candidates with demonstrated transformational leadership qualities.

Influence of Authentic Leadership on Employee Innovation and Creativity in Technology Companies in Pakistan

Purpose: The aim of the study was to assess the influence of authentic leadership on employee innovation and creativity in technology companies in Pakistan.
 Methodology: This study adopted a desk methodology. A desk study research design is commonly known as secondary data collection. This is basically collecting data from existing resources preferably because of its low cost advantage as compared to a field research. Our current study looked into already published studies and reports as the data was easily accessed through online journals and libraries.
 Findings: The study explores the impact of authentic leadership on fostering innovation and creativity among employees within technology companies. Authentic leadership, characterized by transparency, ethical behavior, and genuine concern for employees, is found to significantly influence employee innovation and creativity. Leaders who exhibit authenticity create an environment of trust and psychological safety, encouraging employees to express new ideas and take risks without fear of retribution. Such leadership fosters a culture that values diverse perspectives and encourages experimentation, leading to increased innovation and creativity within the organization. Employees under authentic leaders feel empowered to think outside the box, collaborate effectively, and pursue novel solutions to complex problems. Consequently, technology companies benefit from enhanced adaptability, competitiveness, and long-term success as a result of nurturing authentic leadership practices within their organizational structure.
 Implications to Theory, Practice and Policy: Transformational leadership theory, social learning theory and self-determination theory may be use to anchor future studies on assessing the influence of authentic leadership on employee innovation and creativity in technology companies in Pakistan. Develop and implement leadership development programs that focus on cultivating authentic leadership qualities among managers and executives in technology companies. Advocate for the inclusion of authentic leadership principles in corporate governance guidelines and regulations.

Are Land Use and Cover Changes and Socioeconomic Factors Associated with the Occurrence of Dengue Fever? A Case Study in Minas Gerais State, Brazil

Several studies have already demonstrated the relationship between the loss of natural habitats and the incidence of diseases caused by vectors, such as dengue, which is an acute fever disease that is considered a serious public health problem. The aim of the present study was to investigate the relationship between the number of dengue cases and land use and cover changes (LUCC) and socioeconomic and climatic factors by municipality, using the state of Minas Gerais as a case study. For this, secondary data obtained from openly available sources were used. Natural vegetation cover data were obtained from the MAPBiomas platform and dengue occurrence data from the Ministry of Health, in addition to eight socioeconomic parameters from the Brazilian Institute for Geography and Statistics and precipitation data from the Brazilian Agricultural Research Corporation (EMBRAPA, Sete Lagoas, Minas Gerais). Between 2015 and 2019, 1,255,731 cases of dengue were recorded throughout the state of Minas Gerais, ranging from 0 to 227 per thousand inhabitants between municipalities. The occurrence of dengue was distributed throughout all regions of Minas Gerais and was associated with LUCC and socioeconomic factors. In general, municipalities with a net loss of natural vegetation, predominantly located in the Cerrado biome, had the highest number of dengue cases in the studied period. Additionally, the occurrence of dengue was associated to three socioeconomic parameters: population density, human development index (both positively), and Gini inequality index (negatively). These results indicate that, contrary to expectations, municipalities with better social conditions had more dengue cases. Our study indicates that natural vegetation is, directly or indirectly, involved in the ecosystem service of dengue control, despite the occurrence of this disease being affected by multiple factors that interact in a complex way. Thus, policies towards reducing deforestation must be complemented by a continuous investment in public health policies and a reduction in social inequalities to efficiently control dengue fever.

Penegakan Hukum Dalam Penanggulangan Kejahatan Penyalahgunaan Senjata Tajam Oleh Anak Dibawah Umur

The aim of this study to understand efforts in combating crimes involving the use of sharp weapons and the inhibiting factors influencing underage individuals in misusing sharp weapons. The method used was a normative juridical approach and an empirical juridical approach with a qualitative research type. Primary and secondary data sources were used. The research results show that the police in preventing and dealing with crimes involving sharp weapon abuse committed by children use a pre-emptive approach, the police focus on identifying potential risks that could cause children to be involved in the misuse of sharp weapons. The preventive approach involves outreach and education activities in the community to increase public awareness about the negative impacts of sharp weapon abuse by children. This study is only related to tackling sharp weapon crimes committed by children. This research contributes by identifying and analyzing various risk factors that contribute to underage individuals engaging in the misuse of sharp weapons, aiding in the development of preventive strategies.

Unveiling the Symphony of Economic Policies on Corporate Financial Performance: A Quantitative Revelation through SMARTPLS Analysis

This research investigates the influence of economic stimulus policy, fiscal policy, and the solvency risk of companies on their financial performance. Utilizing a quantitative approach, the study adopts regression analysis through SMARTPLS to analyze the data. Primary data for the variables - impact of economic stimulus policy, solvency risk of companies, and fiscal policy - were gathered, along with secondary data over a five-year period pertaining to the financial performance variable. The dataset was derived from 26 manufacturing companies listed on the Indonesia Stock Exchange (BEI). The findings reveal that both economic stimulus policy and fiscal policy exert a positive and significant effect on financial performance. In contrast, the solvency risk of companies does not exhibit a significant impact. This outcome suggests that while macroeconomic policies facilitate an environment conducive to financial growth, the internal risk management and financial structuring of a company play a critical role in leveraging these external benefits. The study underscores the importance of strategic internal management and effective risk mitigation practices in enhancing and sustaining financial performance amidst varying economic policies.

Analysis of Factor that Affect Financial Performance of PD. BPR Bahteramas Konawe

This study aims to analyze the effect of Capital Adequacy Ratio (CAR), Loan to Deposit Ratio (LDR), Non Performing Loan (NPL), and Operating Costs and Operating Income (BOPO) on financial performance, as measured by Return On Assets (ROA), at PD. BPR Bahteramas Konawe. Using secondary data from the annual report of PD. BPR Bahteramas Konawe during the 2018-2022 period, this study applies multiple linear regression analysis with classical assumption tests and hypothesis testing to evaluate the effect of these variables, both simultaneously and partially, on ROA. The analytical tool used in this research is SPSS version 25. The results showed that CAR, LDR, NPL, and BOPO together had a positive and significant influence on the ROA of PD. BPR Bahteramas Konawe, indicating that increasing these values in accordance with the BPR health standards set by the Financial Services Authority (OJK) contributes to increasing bank profitability. Partially, CAR has a positive but insignificant effect on ROA, while LDR and NPL have a negative but insignificant effect. The significant negative effect of BOPO on ROA indicates that higher operational efficiency contributes to improved bank financial performance. This research provides new insights in banking finance literature regarding the importance of managing capital, liquidity, credit, and operational efficiency in improving bank financial performance, especially for PD. BPR Bahteramas Konawe in the context of OJK regulations.

Cross-country comparisons in health price growth over time.

To examine how the United States compares in terms of health price growth relative to four other countries - Australia, Canada, France, and the Netherlands. Secondary data on health expenditure were extracted from international and national agencies spanning the years 2000-2020. International price indices specific to health were constructed using available international expenditure data and compared to existing health-specific national and general international price indices. Health expenditure data were extracted from the Organization for Economic Cooperation and Development (OECD) database. We obtained a time series of health price indices from the national agencies in each of the study countries. We find meaningful variation across countries in the rate at which health prices grow relative to general prices. The United States had the highest cumulative health price growth compared to general price growth over the years 2000-2020 at 14%, followed by Canada and the Netherlands. Unlike the other study countries, health prices in France grew consistently in line with general prices. Price growth for health care paid for by public funds and households grew at different rates across countries, where price growth was higher for public payers. US households faced the greatest mean annual price growth. The choice of price index has major implications for comparative analysis. Despite their widespread use internationally, general price indices likely underestimate the contribution of price growth to overall health expenditure growth. We find that in addition to its reputation for having high health price levels compared to other high-income countries, the United States also faces health price growth for goods and services paid for by government and households in excess of general price growth. Furthermore, US households are exposed to greater health price growth than households in comparator countries.

Cultural Tourism in the Kashmir Valley: A Comprehensive Analysis of Economic Impact and Strategic Development

This research paper explores the rise of cultural tourism in the Kashmir Valley, focusing on its economic impact, strategic implications, and global significance. Cultural tourism, which fosters cross- cultural understanding, plays a vital role in economic development. The Kashmir Valley, with its diverse cultural offerings, has become a thriving cultural tourism destination, contributing significantly to the region's GDP and prompting conservation efforts. The study addresses gaps in existing literature, offering insights for policymakers and local businesses. Through a literature review, it emphasizes the global significance of cultural tourism and its specific economic implications in Kashmir. The objective is to evaluate various aspects of cultural tourism in the region, employing a descriptive methodology with both secondary and primary data. The results highlight the popularity of natural attractions, emphasizing the need for improved transportation. Economic development is identified as a significant benefit, with private sector involvement crucial. Respondents believe cultural tourism can preserve the region's heritage. Among domestic tourists, historical site visits are popular, indicating a keen interest in exploring the valley's historical heritage.

Examining the Moderating Effect of Board Independence on Ownership Structure and Corporate Risk: A Case Study of Nairobi Securities Exchange

Corporate governance and the risk management are the integral components of modern business management. This research paper aimed at investigating how and whether the presence of independent directors on the board influences the relationship between ownership structure and corporate risk. The composition and independence of a company's board of directors play a crucial role in determining the level of corporate risk. This research delved into the intricate dynamics between these elements to understand how they influence corporate risk. Specifically, the research aimed to examine how board independence acts as a moderating factor on the relationship between ownership structure and corporate risk. By examining the Kenyan context, this study contributes to the broader understanding of corporate governance in emerging markets. The paper relied on Agency Theory, Mean Variance-Portfolio Theoryagency theory ,mean variance-portfolio theory, the stewardship theory and resource dependence theory (RDT). The research employed use of causal research design. The study population was sixty-four (64) firms listed at Nairobi Securities Exchange as at 31st December 2021. Secondary data sources included financial reports, annual reports, and surveys. Data analysis was conducted using quantitative techniques like mean, standard deviation and regression, with the help of statistical software STATA. The statistical results revealed significant moderating effect of board independence on the relationship between ownership structure and corporate risk. The findings have offered practical insights to corporate managers, investors, policymakers, and researchers, aiding them in making informed decisions and formulating effective governance and risk management strategies.

An Innovative Use of the Logic Model for a Qualitative Analysis Framework.

Qualitative analysis can be a daunting and time-consuming task for those who are attempting to code qualitative data for the first time. This article presents select secondary data analysis from a previously published study to demonstrate the applicability and usefulness of implementing a logic model approach to provide a framework for qualitative analysis. The use of the logic model provided systematic organization during the analysis process, efficiency for analytical tasks, and enhanced trustworthiness by documenting each analysis step. The model allowed for easier visualization of data that facilitated a richer and more focused analysis. With qualitative data that are focused on processes or outcomes, implementing a logic model framework to categorize and organize data can be useful and efficient, particularly for a novice analyst whether analyzing qualitative text for quality improvement, evidence-based practice, program evaluation, or formal research. [J Contin Educ Nurs. 2024;55(6):297-301.].

The Liminality of Subcultural Spaces: Tokyo’s Gaming Arcades as Boundary Between Social Isolation and Integration

This article explores the concept of liminal spaces in Tokyo, specifically focusing on gaming arcades as transitional spaces between social isolation and integration. The decline of the once-popular arcades since the 1990s raises questions about their usage, accessibility, and affordability in contemporary Tokyo. After clarifying the concept of liminality and urban borderlands, the article examines various case studies in central Tokyo, argues that arcades serve diverse purposes and highlights the importance of reintegration of such liminal spaces to bring people from different backgrounds together, providing entertainment, competition, and ritualized encounters. Employing ethnographic fieldwork, including participant observation, interviews, and secondary data analysis, this study recognizes the gaming arcade not only as a physical but also as a mental and social space. The arcades embody the hopes, fears, and aspirations of their users, blur boundaries, offer immersive experiences, and foster a sense of community, comfort, and nostalgia. Such insights allow us to understand how identities are constructed and negotiated in these spaces. In conclusion, the article advocates for a nuanced approach to urban planning that recognizes the value of subcultural spaces like gaming arcades and emphasizes the need to preserve and integrate these spaces into the broader urban fabric. By doing so it can be understood how these liminal spaces can contribute to a diversity of social interactions, community-building, and a better understanding and revitalization of urban borderlands if integrated and managed in the right way.

Web-Based Geographic Information System for Location Based Healthcare Service Delivery within Akure Metropolis

Purpose: This research project addresses the pressing issue of healthcare access within Akure Metropolis, Nigeria, through the development of a web-based Health Geoinformation System (HGS). Akure, like many urban centers in developing countries, faces significant challenges in healthcare delivery, including uneven distribution of facilities and limited access to reliable health information. In response to these challenges, this study leverages Geographical Information System (GIS) technology to create an innovative solution aimed at enhancing accessibility and information dissemination. Grounded in the context of Nigeria's healthcare system, the research identifies the need for an integrated approach to address the complex spatial dynamics of healthcare provision.
 Materials and Methods: Methodologically, the project combines primary data collection on the characteristics of health facilities in Akure with secondary data sources, including existing health records. A total of 100 healthcare facilities were located and identified for this study, with comprehensive information collected through three sets of questionnaires directed to healthcare facility managers and professionals, hospital management bodies, and the public. The data collection process employed Binary Logistic Regression to test research hypotheses, with charts utilized to represent public responses to the posed questions. Spatial representation and analysis were central to this study, with techniques such as Nearest Neighbor Analysis employed to assess the distribution and accessibility of health facilities.
 Findings: The results from this analysis revealed significant spatial patterns and disparities in healthcare facility distribution within Akure Metropolis. Notably, the study found that a developed web-based system having user-friendly functionalities like facility search, mapping, and route selection, among others, aids individuals in making informed decisions about their healthcare options.
 Implications to Theory, Practice and Policy: The results underline the potential of web-based systems to enhance healthcare access and decision-making processes in urban areas like Akure and further emphasize the significance of incorporating GIS technology into healthcare service delivery.