The Journal of Spatial Innovation Development
https://ph01.tci-thaijo.org/index.php/jsid
<p><strong>The Journal of Spatial Innovation Development (JSID) <em> E-ISSN: 2730-1494</em></strong> provides a forum for the exchange and dissemination of academic, theoretical and practical knowledge and presenting research results covering the field of geospatial technology and its applications, including geographic information systems (GIS), Remote sensing (RS), Global Positioning System (GPS), Geospatial programming, Spatial decision support system (SDSS) as well as other fields related to spatial science and the development of spatial innovation<br /><br /><strong>**The journal does not have a policy for publication fee**</strong></p>หน่วยวิจัยเพื่อการพัฒนานวัตกรรมเชิงพื้นที่ คณะเทคโนโลยีสารสนเทศและการสื่อสาร มหาวิทยาลัยพะเยาen-USThe Journal of Spatial Innovation Development2730-1494Leadership and Tourism Management
https://ph01.tci-thaijo.org/index.php/jsid/article/view/261062
<p>This academic article aims to compile findings from a survey on leadership and tourism management in the tourism industry over a 10-year period (2015-2024). The synthesis process includes data collection, data analysis, and data synthesis. The synthesized data reveals that leadership plays a crucial role in tourism development at the organizational, business, and community levels. Developing leadership at each level helps improve management efficiency and promotes sustainability in the tourism industry.</p>Naiyanet KhownamgWarach MadhyamapurushPrakobsiri PakdeepinitKrantharat khawatkunRuthaiphat PhimolsriTanaporn Pooprueksachat
Copyright (c) 2025 The Journal of Spatial Innovation Development
2025-06-182025-06-1863205217Guidelines for the Development of Homestay for Creative Tourism in Pak Bara Bay Community, Satun Province
https://ph01.tci-thaijo.org/index.php/jsid/article/view/260121
<p>The purpose of this article are to evaluate the potential and readiness for developing a homestay in Pak Bara bay community using a community-based process. In addition, to find a way to develop homestays in Pak Bara bay community for creative tourism which is Participatory Action Research (PAR). In-depth interviews, focus group discussion and observation data used for collated data. The key informants purposely selected, totaling 23 people from three groups: government sector, homestay operators and local communities. Data were analyzed using SWOT analysis and content analysis. The study results found that the Pak Bara bay community has strengths in terms of its distinctive way of life and occupations based on local wisdom. This new form of tourism has expanded greatly and the good opportunity is that Thai tourists are increasingly interested in community tourism. However, there are weaknesses in the lack of knowledge and understanding about homestay tourism and the lack of a tourist attraction database system. Guidelines for developing Pakbara bay community homestays for creative tourism are 1) preparation of place and activities; 2) engage with the community to think, plan, operate and receive benefits equally; 3) having leaders with high leadership skills; 4) increasing public relations through various channels; 5) distributing income by promoting product creation in groups; and 6) managing tourism by taking into account the balance between the needs of tourists and local communities.</p>Suparat PinsuwanNisakorn Klanarong
Copyright (c) 2025 The Journal of Spatial Innovation Development
2025-06-102025-06-1063115Survey of People’s Activities and Opinions on Area Management of Her Majesty the Queen’s 60th Birthday Park (Bangphli Housing Authority), Samut Prakan Province
https://ph01.tci-thaijo.org/index.php/jsid/article/view/260082
<p>Public parks are essential to urban residents as places for recreation and doing activities. However, it appears that many public parks are not able to address the needs of people effectively because most organizations which are in charge of taking care of public parks never conduct a survey of people’s behaviors or manage areas to address their needs that have been changing over periods. This study, thus, investigated people’s activity areas in Her Majesty the Queen’s 60<sup>th</sup> Birthday Park (Bangphli Housing Authority) as well as surveyed people’s satisfaction and opinions on area management of the park in 4 aspects: (1) environment and maintenance, (2) facilities, (3) area utilization, and (4) security. Besides, the study created recommendations for area management for the park to address people’s needs. Methods of the data collection were field observation and questionnaire survey with 100 people who used the park, applying geographic information system as a tool for data survey, analysis, and presentation.</p> <p>The results show that major activity areas are road areas, exercise equipment areas, and courtyard area. People mainly came to exercise in the park, mostly for running or walking, followed by exercising with equipment. Other exercise activities, played in the courtyard area, include football, futsal, sepak takraw, aerobics, badminton, biking, and skateboarding. Whilst people who came for recreation activities and meetings mostly stay in cement-ground areas at the rim of the courtyard, roads, and around exercise equipment.</p> <p>Results of people’s satisfaction indicate the strength of the park that are suitability for exercise and health activities. On the other hand, the park has two major weaknesses. The first one is the inability to effectively address people’s need for recreation activities due to a lack of big trees, beautiful vegetation, and benches for sitting. The second one is a security issue since there is no regular guard, no sign or message informing about liquor control, no official opening time, and no door at the gate. Initial recommendations for improving area management of the park therefore are to increase trees, flower and ornamental plant areas, benches, trash containers, and gazebos throughout the park, as well as to increase areas for particular activities such as additional sepak takraw fields, children’s playground, petanque court, and skateboard area.</p>Sukanya SukanyaPuwadej ThanichanonSomkamon Rukveratham
Copyright (c) 2025 The Journal of Spatial Innovation Development
2025-06-102025-06-10631637Online Innovation for Fabric Pattern Design to Raise the Wisdom of Woven Fabrics in Buriram Province
https://ph01.tci-thaijo.org/index.php/jsid/article/view/259645
<p>The objectives of this research are: 1) to study the requirements and model of online innovation for fabric pattern design, and 2) to develop and evaluate its usability. The sample group consists of thirty-five members of weaving groups located in the Sakae Prong sub-district, who were interviewed regarding the requirements and model of the online innovation. Four hundred users from three groups-community enterprises, students, and general users—participated in the system evaluation using questionnaires. The innovation was developed following the system development life cycle (SDLC) using object-oriented principles and implemented as a responsive web application. The research findings revealed three main functions of the innovation: 1) a fabric pattern editor, 2) a fabric pattern simulation viewer based on variables such as tie-dye size, weft thread count, and warp thread color, and 3) tools for printing patterns to guide tie-dyeing and weaving. The usability evaluation results showed that the innovation was rated at the highest level (<img id="output" src="https://latex.codecogs.com/svg.image?\bar{x}" alt="equation" />= 4.28, S.D. = 0.60). The area with the highest scores was satisfaction with use (<img id="output" src="https://latex.codecogs.com/svg.image?\bar{x}" alt="equation" />= 4.35, S.D. = 0.62), followed by effectiveness (<img id="output" src="https://latex.codecogs.com/svg.image?\bar{x}" alt="equation" />= 4.30, S.D. = 0.66), efficiency (<img id="output" src="https://latex.codecogs.com/svg.image?\bar{x}" alt="equation" />= 4.27, S.D. = 0.59), and learnability (<img id="output" src="https://latex.codecogs.com/svg.image?\bar{x}" alt="equation" />= 4.20, S.D. = 0.56).</p>Chusak YathongchaiWilairat Yathongchai
Copyright (c) 2025 The Journal of Spatial Innovation Development
2025-06-102025-06-10633856Development of the Back End System for the JSIL’s Journal Management using a Web Application
https://ph01.tci-thaijo.org/index.php/jsid/article/view/260351
<p>This research is a research and development (R&D) study with the objectives of (1) designing and developing a back-end system for journal management using a web application and (2) studying user satisfaction with the journal management web application. The study employed the Systems Development Life Cycle (SDLC) concept for system development and used Vue.js as a development tool. The computer languages used in web application development included HTML, CSS, and JavaScript, with MySQL for database development. The research instrument was a user satisfaction questionnaire using a 5-point Likert scale, with an Index of Item-Objective Congruence (IOC) of 0.82 from three experts. The participants consisted of 10 editorial board members selected through purposive sampling. Qualitative data analysis was conducted using descriptive statistics, including mean and standard deviation. The findings revealed that 1) the system defined user permissions in two parts: administrator and editorial board members. The display screen consisted of a dashboard, an article, a preliminary screening, and a fee receipt. The system could add, delete, and edit article information, journal information, personnel information, reviewer comments, and user settings. 2) Overall user satisfaction had a mean score of 4.08 (good level). When considering each part, system appropriateness and user requirements had the highest mean score of 4.30 (good level), followed by system operation accuracy with a mean of 4.25 (good level), system processing with a mean of 4.03 (good level), system security with a mean of 4.03 (good level), and system usability with a mean of 3.70 (good level). The system's strengths include allowing editors and management to monitor and track the progress of each article with information consolidated on a single screen and supporting preliminary article evaluation by editorial board members, which serves as a quality screening process before sending articles to field-specific reviewers. This additional journal process is not available in the OJS template. The system's limitation was its lack of responsiveness to small screens, which affected operational convenience.</p>Subpong PongsawatPongkorn Chantaraj
Copyright (c) 2025 The Journal of Spatial Innovation Development
2025-06-102025-06-10635773Development of Pediatric Physical Therapy Instructional Media of Primitive Reflexes and Automatic Reaction for Physical Therapy Students
https://ph01.tci-thaijo.org/index.php/jsid/article/view/257070
<p>This research involves the development of pediatric physical therapy instructional media of primitive reflexes and automatic reaction for physical therapy students. The purposes of this research were: 1) to evaluate the efficiency of experts in developing pediatric physical therapy instructional media 2) to evaluate students' satisfaction towards the development of pediatric physical therapy instructional media and 3) to compare the satisfaction levels of the 3<sup>rd</sup> and 4<sup>th</sup>year students regarding the developed of pediatric physical therapy instructional media based on years of education. This research targeted 89 undergraduate students in the Physical Therapy Program, School of Allied Health Sciences, University of Phayao in the academic year 2023. The research instruments were divided into three parts: 1) pediatric physical therapy instructional media 2) efficiency assessment form for experts and 3) satisfaction assessment form for students, using a 5-level rating scale. The statistics used to analyze the data were: percentage, mean, standard deviation, and an independent t-test. The results found that there were 89 respondents, with an average age of 21.58±0.82 years. 44 (49.44%) third-year students and 45 (50.56%) fourth-year students. The results of data analysis revealed that: 1) The efficiency of eight experts towards pediatric physical therapy instructional media was at the excellent level (4.74±0.30). 2) The students' satisfaction towards the development of pediatric physical therapy instructional media was at the highest level. (4.74±0.32) and 3) No statistical differences were found between years in students' satisfaction towards the development of pediatric physical therapy instructional media.</p>Chakkraphan Hongluek
Copyright (c) 2025 The Journal of Spatial Innovation Development
2025-06-102025-06-10637487Development of a Monitoring and Alerting System for Network Device Status
https://ph01.tci-thaijo.org/index.php/jsid/article/view/260799
<p>This research is a research and development study with the following objectives: 1) to develop a system for monitoring and alerting the status of devices in a computer network, and 2) to evaluate and test system performance of this monitoring and alert system at the Innovative Learning Institute, University of Phayao. The sampling method was purposive sampling, selecting 13 personnel from the University of Phayao who have experience working with computer network systems and are involved with the system's usage. The research instruments consisted of two tools: 1) a system evaluation form and 2) a user experience evaluation form, both designed by the researcher. The statistical methods used for data analysis included frequency, percentage, mean, and standard deviation.</p> <p>The research findings revealed that: 1) The overall evaluation of the device monitoring and alert system by experts yielded an average score at the "highest" level (<img id="output" src="https://latex.codecogs.com/svg.image?\bar{x}" alt="equation" />= 4.80, SD = 0.40). The top three aspects with the highest mean scores were device monitoring (<img id="output" src="https://latex.codecogs.com/svg.image?\bar{x}" alt="equation" />= 4.92, SD = 0.28), alerting (<img id="output" src="https://latex.codecogs.com/svg.image?\bar{x}" alt="equation" />= 4.87, SD = 0.35), and system design and usability (<img id="output" src="https://latex.codecogs.com/svg.image?\bar{x}" alt="equation" />= 4.83, SD = 0.35), respectively. 2) The results from testing the system within the Institute of Learning Innovation indicated an overall average score at the "highest" level (<img id="output" src="https://latex.codecogs.com/svg.image?\bar{x}" alt="equation" />= 4.95, SD = 0.22). The top three aspects with the highest mean scores were alerting (<img id="output" src="https://latex.codecogs.com/svg.image?\bar{x}" alt="equation" />= 5.00, SD = 0.00), device monitoring (<img id="output" src="https://latex.codecogs.com/svg.image?\bar{x}" alt="equation" />= 4.98, SD = 0.16), and system design and usability (<img id="output" src="https://latex.codecogs.com/svg.image?\bar{x}" alt="equation" />= 4.95, SD = 0.22), respectively.</p>Nattapol SiribansopNarin NonthamandKaewarin JandumWinai WongthaiPakorn Chan-in
Copyright (c) 2025 The Journal of Spatial Innovation Development
2025-06-102025-06-106388103Establishment of Dental services communication and Public relations through the Utilization of the Line Official Account Application
https://ph01.tci-thaijo.org/index.php/jsid/article/view/258347
<p>This study aimed to develop a system for publicizing information about dental services and facilitating communication with patients through the LINE application, to assess patient satisfaction with the application, and to analyze the relationship between personal factors and behaviors in using the LINE application. The population included staff, students at the University of Phayao, and residents of Phayao Province. A sample size of 80 participants was determined using Krejcie and Morgan's table. A five-point Likert scale questionnaire was employed to evaluate the satisfaction of service users with the LINE application. Descriptive and inferential statistics were used to analyze the data. The research findings revealed that most dental service users in Phayao Province were from Mueang Phayao District (78.2%), followed by Dok Khamtai District (9.4%). The proportions of users in Mae Chai, Chun, Chiang Kham, and Pong districts were equal, at 3.1% each. No dental service users were recorded in Phu Kamyao, Phu Sang, and Chiang Muan districts. Most service users were residents of Phayao Province (97.5%), with a small proportion from Lampang Province (2.5%). Regarding satisfaction with the LINE application, three aspects were evaluated: system efficiency, utility, and satisfaction. Overall, the respondents expressed the highest level of satisfaction ( = 4.54, S.D. = 0.53). Personal factors significantly associated with LINE application usage behavior included occupation, with a p-value of 0.003, indicating a significant relationship. It is recommended that the public relations and communication system through the LINE application of the Dental Hospital, Faculty of Dentistry, University of Phayao, be further enhanced, particularly in terms of the accuracy, speed, and modernity of the information provided. Moreover, engaging and attractive visuals should be utilized to better capture the attention of service users.</p>Punnaka FuseangsakulWittawat Jaruwannaratpaphaon kheawseema
Copyright (c) 2025 The Journal of Spatial Innovation Development
2025-06-102025-06-1063104116Assessment of Carbon Sequestration from Mangrove Forest Structure: A Case Study of Khlong Tamru Subdistrict, Chonburi Province
https://ph01.tci-thaijo.org/index.php/jsid/article/view/261828
<p>Mangrove forests are highly effective carbon sequestration ecosystems capable of significantly reducing atmospheric carbon dioxide. This study aimed to investigate the vegetation structure to assess carbon storage in sample plots at the Mangrove Forest Conservation Learning Center, Khlong Tamru Subdistrict, Mueang District, Chon Buri Province. Data was collected from five main plots, each measuring 10x50 meters, with 10x10 meter subplots established within them. All trees with a diameter at breast height (DBH) greater than 4 centimeters were measured. Sampling was conducted twice: in October 2022, representing the rainy season, and in March 2023, representing the dry season. The study found that the dominant tree species in the area were <em>Avicennia alba</em>, predominantly found along the coastline, and <em>Avicennia marina</em>, more common near the community. The mangrove forest structure was divided into two main zones based on the area's characteristics. Plant communities in stations 1 to 3, located on the coast, were dominated by <em>Avicennia alba.</em> In contrast, plant communities in stations 4 and 5 were dominated by <em>Avicennia marina.</em> The area adjacent to the coastline predominantly consisted of large and young trees, with the highest frequency of trees having a diameter greater than 4 centimeters. The area adjacent to the community showed a significant presence of large trees, young trees, and saplings of <em>Avicennia marina</em>, particularly noticeable during low tide, with most trees having a height not exceeding 5 meters, representing the highest frequency. Analysis of carbon storage in mangrove forests revealed that the dry season had the highest carbon storage at 94.1 tons of carbon per hectare, followed by the rainy season with 63.9 tons of carbon per hectare. The findings of this study can serve as baseline data for mangrove forest conservation, the development of natural resource management strategies, and application in remote sensing surveys to reduce costs and enhance the efficiency of carbon sequestration and mitigate the impacts of future global warming.</p>Onpreeya WongmuangVichaya KanbuaPrasarn Intacharoen
Copyright (c) 2025 The Journal of Spatial Innovation Development
2025-06-132025-06-1363117131Development of Internship and Co-operative Education Management System of School of Business and Communication Arts, University of Phayao
https://ph01.tci-thaijo.org/index.php/jsid/article/view/257906
<p>This research focuses on developing a management system for internships and Co-operative Education for the School of Business and Communication Arts, University of Phayao. in the form of a web application. It is a Research and Development (R&D) study in which the researcher applied the principles of the System Development Life Cycle (SDLC) to the research process. The development employed ASP.NET technology combined with Visual Studio 2019 and the Microsoft SQL Server 2022 database system. The system was tested using the black box testing method. The system's functionalities are divided into six parts as follows: (1) General functionalities : The main page of the system and the login page, (2) Administrator functionalities : User data management and user permission management, (3) Student functionalities, (4) Employer functionalities, (5) School of Business and Communication Arts personnel functionalities : Including academic advisors, program chairs, and the Center for Professional Experience and Co-operative Education, (6) Reporting functionalities. The system's efficiency was evaluated by experts, and the research results can be summarized into two parts: (1) System development results : The system meets the requirements of the Center for Professional Experience and Co-operative Education, (2) System efficiency evaluation results: The system is highly suitable (<img id="output" src="https://latex.codecogs.com/svg.image?\bar{x}" alt="equation" />= 4.72, S.D =0.25). Considering the average scores in order, the highest suitability was in the system's data security (<img id="output" src="https://latex.codecogs.com/svg.image?\bar{x}" alt="equation" /><strong>= </strong>4.95, S.D =0.11), followed by the system's functional performance (<img id="output" src="https://latex.codecogs.com/svg.image?\bar{x}" alt="equation" />= 4.78, S.D =0.25), user requirements satisfaction (<img id="output" src="https://latex.codecogs.com/svg.image?\bar{x}" alt="equation" />= 4.66, S.D =0.14), and ease of use (<img id="output" src="https://latex.codecogs.com/svg.image?\bar{x}" alt="equation" />= 4.50, S.D =0.50)</p>Nopphadon Wannason
Copyright (c) 2025 The Journal of Spatial Innovation Development
2025-06-102025-06-1063132154The Study of Problems Conditions and Solutions in Budget Disbursement for The Annual Plan at The School of Public Health, University of Phayao
https://ph01.tci-thaijo.org/index.php/jsid/article/view/261430
<p>This Mixed method research aimed to study the problems and solutions for budget disbursement in the annual plan of the Faculty of Public Health, University of Phayao. The data collection was divided into 2 parts: quantitative data were collected by questionnaires from 65 personnel of the Faculty of Public Health, University of Phayao. Qualitative data were collected by focus group discussions from the key informants, which were 15 personnel of the Faculty of Public Health. Quantitative data were analyzed by frequency distribution, percentage, mean, standard deviation, and independent t-test. Qualitative data were analyzed by content analysis.</p> <p>The research results found that the problems of annual budget disbursement consisted of the following: Most of the sample had only moderate knowledge about disbursement (72.30%). There was no significant difference in budget disbursement knowledge between academic staff and support staff. Disbursement practices were moderately accurate (63.10%). Overall, 23.10% of personnel had problems with budget disbursement. Most of the methods for solving budget disbursement problems proposed the creation of a disbursement manual (51.08%). The next most was training to provide knowledge based on knowledge points and incorrect practices (18.77%). A manual should be created to provide additional knowledge or training on disbursement and correct practices for personnel in the areas with the lowest knowledge scores and the most incorrect practices.</p>Jariya WongtuyPariyaporn Pan-imAnukool Manoton
Copyright (c) 2025 The Journal of Spatial Innovation Development
2025-06-102025-06-1063155175The Development of Online Lessons on Data and Data Collection for Matthayom Sueksa 1 based on MIAP Learning Model
https://ph01.tci-thaijo.org/index.php/jsid/article/view/260009
<p>This study aimed to: 1) develop an online lesson on “Data and Data Collection” using the MIAP model for Matthayom Sueksa 1 students, with an efficiency of 80/80 as the predetermined criterion, 2) evaluate the appropriateness of the developed online lesson, 3) compare the learning achievement of students using the developed lesson, and 4) examine students' satisfaction with the lesson. The sample group consisted of 29 Matthayom Sueksa 1/3 students from Phuengdaet Wittayakarn School, Mukdahan Province, selected through cluster random sampling using a lottery method, with class sections as the sampling units. The research instruments included the online lesson, an appropriateness evaluation form, worksheets, an achievement test, and a satisfaction questionnaire. Data were analyzed using mean, percentage, standard deviation, efficiency values, and t-tests.</p> <p>The results showed that: 1) the developed online lesson consisted of two components: 1.1) the learner component and 1.2) the administrator component, and its efficiency was 80.33 / 83.67, which met the set criterion of 80/80; 2) the overall appropriateness of the developed online lesson was rated at a high level (<img id="output" src="https://latex.codecogs.com/svg.image?\bar{x}" alt="equation" /> = 4.48, S.D. = 0.55); 3) the post-test scores were significantly higher than the pre-test scores at the .01 level; and 4) the overall student satisfaction with the online lesson was at the highest level (<img id="output" src="https://latex.codecogs.com/svg.image?\bar{x}" alt="equation" /> = 4.71, S.D. = 0.47).</p>Kalanyu PhongphannaRatchawin PatchimaSurajak PiriyacherdchoochaiLawan Dulyachart
Copyright (c) 2025 The Journal of Spatial Innovation Development
2025-06-102025-06-1063176191Development of an Online Leave Calendar System for Personnel at the School of Allied Health Sciences, University of Phayao using Google Calendar
https://ph01.tci-thaijo.org/index.php/jsid/article/view/261484
<p>This study aimed to develop an online leave calendar system for personnel of the School of Allied Health Sciences, University of Phayao using Google Calendar, and to evaluate user satisfaction with the developed system. The participants in this study consisted of 58 academic and support staff members within the School of Allied Health Sciences, University of Phayao. The tool for data collection was a satisfaction assessment form regarding an online leave calendar system developed by Google Calendar. This assessment form was thoroughly reviewed and validated for quality by experts to ensure its accuracy and appropriateness before implementation. The findings from the satisfaction assessment revealed that the overall average satisfaction score was found to be the "highest" level, with an average score of 4.57 ± 0.57. Furthermore, each aspect of the assessment showed the "highest" level of satisfaction. The topic of 'accessing the online leave calendar system through various communication devices' exhibited the highest score compared to other topics in the assessment form. Based on the result of these findings, it can be concluded that staff of the School of Allied Health Sciences, University of Phayao, expressed the "highest" satisfaction regarding the developed online leave calendar system. Moreover, the online leave calendar system in this study efficiently facilitated the leave data management and improved human resource management within the organization. Hence, this study indicated the potential adaptation of online digital technology regarding planning and practice of organizational management, especially human resources, and might be further development for other organizational management with the School of Allied Health Sciences, University of Phayao, suggests further systems in other administrative contexts.</p>Chanapon Jantrakas
Copyright (c) 2025 The Journal of Spatial Innovation Development
2025-06-102025-06-1063192204