http://www.ierek.com/press ISSN (Print: 2537-0154, online: 2537-0162) International Journal on: The Academic Research Community Publication Spatial Analysis of Public Services (schools) in Nablus City Using the Tool of Geographic Information System (GIS) Taher J.T. Moghayer1, Ali Abdelhamid2, Wang Xingping1 1School of architecture, Southeast University, No.2, Sipailou Road, Nanjing, 210096, China 2School of architecture, An-Najah National University, nablus, palestine Keywords spatial analysis ; GIS; Schools; Palestine; spss Abstract This paper basically aims to study the existing public services (schools) in Nablus city in terms of their capability, distribution and suitability for the urban expansion and population growth in the city. This paper includes a comprehensive survey of all schools in the city in order to provide a database of this service, in addition to data about the number of students, teachers and architectural characteristics of the building and their services. It also measures the level of satisfaction of such public services was measured through the results of the questionnaire distributed to a random sample of students. The methodology of the study was based mainly on the descriptive and analytical research methods by using the tool of Geographic Information System (GIS) and the Statistical Package for Social Sciences (SPSS) as well as using certain geographic models like nearest neighbor analysis. The results of the study indicated the existence of randomness in the distribution of schools in Nablus city due to the absence of proper planning and reference to planning regulations. In addition, the study showed the lack of efficiency and capability of such services. © 2018 The Authors. Published by IEREK press. This is an open access article under the CC BY license (https://creativecommons.org/licenses/by/4.0/) Peer-reviewed under responsibility of ARChive's, The Academic Research Community, Publication 1. Introduction The importance of urban planning is that it’s a comprehensive study of all aspects that affect the formation of the urban environment,(Yaakup & Sulaiman, 2007) which include urban form, economic, social and administrative. It also helps in providing public services to the population such as education, health and other services, (Scholten & Stillwell, 2013). Furthermore the importance of proper planning of land use and how to distribute the public services in a scientific and systematic manner because it is a priority for developing societies. Nowadays there are several softwares that could support decision makers and planners and help them analyze and control the data such as GIS (Rahaman & Salauddin, 2009), which can be used for many different purposes in public services to meet the population’s needs (Attfield, Tamiru, Parolin, & De Grauwe, 2002) (AbuSada & Thawaba, 2011). Nablus city and other Palestinian cities suffer from indiscriminate distribution of public services including educational services as well as failure to observe the planning criteria for these services. This is due to several conditions, (Shaheen, 2013) including inadequate government land allocated to these services and lack of financial resources to purchase private land and other political factors such as the lack of control over land as a result of Israeli occupation (Abdulhadi, 1990). The aims of this study is to help improve the existing public services (schools) in Nablus city in terms of capability, distribution and suitability for the urban expansion and population growth in the city, which includes a comprehensive survey of all the schools in the city in order to provide a database for this service. The level of satisfaction of such public services was measured through the results of the questionnaire distributed to a random DOI: 10.21625/archive.v2i1.227 https://creativecommons.org/licenses/by/4.0/ Taher J.T. Moghayer / The Academic Research Community Publication pg. 2 sample of students. It also determines the population’s need for the educational service in the future because Nablus city has rapid population growth. 2. Data and methodology The research methodology is divided into five steps:  General Survey and theoretical framework: This stage includes a survey of the study area, concepts, models and theories that are related to the subject of this study.  Data Collection: This stage includes collecting the descriptive and spatial data depending on the formality statics, reports, interview, observation and questionnaire.  Data preparation: This stage includes data processing, coding and data entry, and dropping data collected on digital maps and tables to carry out an analysis this data by using ArcGIS10.2 software and the program of statistical package for social sciences SPSS.  Spatial and Quantitative Analysis: In this stage, the current reality of the educational service distribution was analysed and the problems and vulnerabilities faced with developing proposals and appropriate solutions and perceptions of the future were identified.  Results and conclusion: This stage evaluates the results and develops recommendations in order to get rid of the problems of the educational services sector. Finally, view the study's conclusion and recommendation of this study. 2.1. Study area The study consists of educational services (schools) within the boundaries of Nablus city except the camps. The study area also was divided into nine sections of each section representing a neighborhood. The sections were separated according to the streets that separated the neighborhood and the other. The field survey was conducted for all the surrounding area as shown in (figure 1). Figure 1 study area Taher J.T. Moghayer / The Academic Research Community Publication pg. 3 3. The spatial and Statistical analysis 3.1. Nearest Neighbor analysis It is based on the study of the distribution of educational services (schools) in the neighborhood to understand the pattern of distribution which is clustered, random, or regular, which helps to make a proper future plan and the following equation can be applied in the study of the nearest neighbor analysis: R=(2*D)*N/A R= nearest neighbor analysis D = average distance between points (real distance) and the average is the distance between points and divide it by the number of readings (measurements). N = Number of service location points. A = Area of the search area. The value of the nearest neighbor analysis ranges from 0-2.15 where the quantitative meaning has a clear and specific meaning Distribution Mode If the value is nearly zero. This means it is clustered and if the value is nearly 2.15, this means the height of the spread, therefore (Appendix 1) shows the pattern of distribution of schools. Figure 2 shows the neighborhood affiliation of the schools in the study area and according to the correlation equation, the total distance between the school sites in the study area is equal to (25500)m and the number of schools is (85). The land area of the studied location is equal to (28690932) m2 and is derived from the nearest neighbor analysis equation: (0.0017770) Near zero, this means that the pattern of distribution of schools is clustered in the total study area and in the neighborhoods. - Figure 2 distributions of schools Taher J.T. Moghayer / The Academic Research Community Publication pg. 4 3.2. Statistical analysis: Nablus city has a population of about (153097) people and (85) schools with (34149) students. About (16903) of them are males and (17246) are females. The percentage of education in Nablus city is (0.22305 %) by dividing the total number of students on the population. The statistical analysis will be achieved by dividing the city into deparate neighborhoods. The following (Appendix 2) shows the distribution of schools in the study areas, the number of students who are studying in these schools, and the number of students who live outside the neighborhood and who study in nearby schools but are not affiliated with their neighborhood. It is, therefore, good to study the schools that are located within the neighborhood in which the students live in order to facilitate and control the efficiency of distributing the services. Aljabal Alshamali, Albalda Alqadema, Almakhfeya, Almasakin, Al-Dawar and Adahya neighborhood have a large number of students who study there but come from different neighborhoods. Ras Al- Ain, Rafidya and Almanteqa Alsenaeya neighborhoods are also sought out by a large number of students who live outside of these neighborhoods, which causes overcrowding and lack of control and efficiency of education. Appendix 3 indicates the neighborhoods’ area and the population numbers and the density. Appendix 4 shows the standards of primary, middle and secondary schools in the Palestinian Ministry of Education. Appendix 5-13 show the standards that match with the schools. 3.3. The level of satisfaction In order to obtain results on the level of satisfaction of the educational services provided to the students, a questionnaire was used. About (380) questionnaires were distributed to students in (85) schools. The number of valid questionnaire for analysis is (300). (Table 1) shows students satisfaction in the distance between the school’s location and the living place. The data indicates that 53% of the suitables think the schooling is suitable, 34% think schools are acceptable, and 13% think they are not suitable. Table 2 shows what the students think of the school building. About 43% of them think that the school building is suitable, 41% feel it’s acceptable, and about 16% believe it’s not suitable. Table 3 shows the possibility of leaving the building in case of emergency. 44% said it is suitable, 38.7% of respondents said it’s acceptable while 17% said it’s not suitable. Table 1 distance between the school location and the living place Frequency Percent Suitable 159 53 Acceptable 102 34 Not suitable 39 13 Total 300 100 Table 2 the view of the students on the school building Frequency Percent Suitable 129 43 Acceptable 123 41 Not suitable 48 16 Total 300 100 Table 3 the possibility of leaving building in case of emergency Frequency Percent Suitable 133 44.3 Acceptable 116 38.7 Not suitable 51 17 Total 300 100 Taher J.T. Moghayer / The Academic Research Community Publication pg. 5 4. Discussion and result: In Rafidya, Almakhfeya, Ras Al-Ain, and Al-Dawar neighborhood, according to the data, the location of the school doesn’t meet the required standards so we recommend that the location is moved to a site that is suitable for the number of students who have study in this school. Additionally, the schools in Albalda Alqadema neighborhood are not meeting the required standards of primary school and the student's proportion of the built up area and the student's proportion of the total area of the site also doesn’t meet the standard. Therefore, we suggest that the location should be suitable for the number of students who have study in these schools, moreover the number of students in each class also is not suitable. The same could be said about schools in Almanteqa Alsenaeya neighborhood, Adahya neighborhood, Aljabal Alshamali neighborhood, and Almasakin neighborhood. As for Almakhfeya, Al-Dawar, Albalda Alqadema, Adahya, Aljabal Alshamali, and Almasakin neighborhoods, we recommend that new schools be built in these area including primary, middle and secondary schools because most of the students in those neighborhoods seek schools elsewhere. 5. Conclusion and recommendation The study area suffers from poor efficiency in providing educational services. Most school sites were not based on prior planning, but according to the availability of the land and the conditions of financial support. The analysis of the neighborhood link method shows that most educational services are clustered. Moreover, the lack of administrative Management from the Ministry of Education fails to distribute the students according to the geographical location, which leads to poor services in some areas of the neighborhoods in the city. It’s necessary to identify local planning regulations for public services in Nablus City in particular and in other Palestinian cities in general. It’s also necessary to establish a spatial planning department at the Ministry of Education who will be responsible for the distribution and planning of educational services as well as applying the planning regulations according to the population growth and geographic features of the settlements. Appendix A1 pattern of distribution of schools LOCATION ED N ED/N 2*D A/M 2 N/A R=(2*D)*N/A R Rafidya 3750 15 250 500 3683847 0.0000041 0.00205 clustered Almakhfeya 2710 7 387.1 774.2 2348267 0.0000290 0.00224 clustered Ras Al-Ain 3890 19 204.7 409.4 2342513 0.0000081 0.00033 clustered Al-Dawar 100 2 50 100 371322 0.0000053 0.00053 clustered Albalda Alqadema 815 8 101.8 203.7 379617 0.0000210 0.00427 clustered Almanteqa Alsenaeya 4600 7 657.1 1314.2 9272829 0.0000007 0.00092 clustered Adahya 1100 5 220 440 653070 0.0000076 0.00334 clustered Aljabal Alshamali 7300 19 384.2 768.4 6023911 0.0000031 0.00238 clustered Almasakin 400 3 133.3 266.6 3615556 0.0000008 0.000213 clustered nablus 25500 85 300 600 2869093 2 0.0000029 0.001777 clustered A 2 distribution of schools in the study areas & the number of students Taher J.T. Moghayer / The Academic Research Community Publication pg. 6 LOCATION No of Schools No of students in neighborhood No of students study in neighborhood schools No of students are going study out neighborhood No of students are outside coming to study in the neighborhood schools Rafidya 15 3546 8209 0 4663 Almakhfeya 7 3341 2510 831 0 Ras Al-Ain 19 5704 6714 0 1010 Al-Dawar 2 2381 690 1691 0 Albalda Alqadema 8 4813 3810 1003 0 Almanteqa Alsenaeya 7 1063 3726 0 2663 Adahya 5 2944 1052 1892 0 Aljabal Alshamali 19 7576 6239 1337 0 Almasakin 3 2778 1261 1517 0 A 3Neighborhoods area &no of population & density LOCATION Area m2 Nu of population Density p/km2 Rafidya 3683847 15897 4310 Almakhfesya 2348267 14979 6370 Ras Al-Ain 2342513 25573 10910 Al-Dawar 371322 10678 28750 Albalda Alqadema 379617 21582 56850 Almanteqa Alsenaeya 9272829 4766 520 Adahya 653070 13199 2021 Aljabal Alshamali 6023911 33664 5630 Almasakin 3615556 12459 3440 A 4 The standards of schools Item Primary school Middle school Secondary school No of students 20-700 440-560 180-540 Location area m2 2000-7000 4000-5400 1800-5400 Build up area m2 800-3000 1400-2300 800-2300 Location area m2/student 10 10 10 Build up area m2/student 1.57 1.57 1.57 Taher J.T. Moghayer / The Academic Research Community Publication pg. 7 No of class room 6-18 12-15 6-18 No of students in class room 37 37 30 A 5 Rafidya neighborhood schools match withThe standards Item Primary school Middle school Secondary school No of schools 2* 8* 5* No of students 192* 3923* 4094* Location area m2 1252** 17786** 18070** Build up area m2 515* 12798* 13557* Location area m2/student 6.5** 4.5** 4.4** Build up area m2/student 2.6* 3.3* 3.3* No of class room 9* 114* 114* No of students in class room 22* 35* 36* * Relevant standard ** Not standard A 6 Almakhfeya neighborhood schools match withThe standards Item Primary school middle school Secondary school No of schools 2* 3* 2* No of students 416* 1117* 977* Location area m2 2319** 4749** 4937** Build up area m2 792* 2501* 4136* Location area m2/student 5.5** 4.2** 5** Build up area m2/student 2* 2.2* 4.2* No of class room 11* 31* 29* No of students in class room 34* 36* 38* * Relevant standard ** Not standard A 7 Ras Al-Ain neighborhood schools match withThe standards Item Primary school Middle school Secondary school No of schools 9* 3* 7* No of students 2024* 974* 3716* Taher J.T. Moghayer / The Academic Research Community Publication pg. 8 Location area m2 8976** 6764** 26874** Build up area m2 4951* 5321* 15170* Location area m2/student 4.4** 6.9** 7.2** Build up area m2/student 2.4* 5.4* 4* No of class room 65* 29* 102* No of students in class room 37* 34* 31* * Relevant standard ** Not standard A 8 Al-Dawar neighborhood schools match withThe standards Item Primary school Middle school Secondary school No of schools 1* 0 1* No of students 156* 0 534* Location area m2 482** 0 3000** Build up area m2 325* 0 2800* Location area m2/student 3** 0 5.6** Build up area m2/student 2* 0 5* No of class room 6* 0 13* No of students in class room 26* 0 41* * Relevant standard ** Not standard A 9 Albalda Alqadema neighborhood schools match withThe standards Item Primary school Middle school Secondary school No of schools 2* 2* 4* No of students 555* 964* 2291* Location area m2 3528** 6664* 9596* Build up area m2 742* 2566* 6587* Location area m2/student 6.4** 7** 4.2** Build up area m2/student 1.4** 2.6* 2.9* No of class room 16* 25* 61* No of students in class room 38** 39* 35* * Relevant standard ** Not standard Taher J.T. Moghayer / The Academic Research Community Publication pg. 9 A 10 Almanteqa Alsenaeya neighborhood schools match withThe standards Item Primary school Middle school Secondary school No of schools 2* 2* 3* No of students 731* 1073* 1922* Location area m2 3509** 5674** 59536* Build up area m2 3006* 4230* 8980* Location area m2/student 4.8** 5.2** 30.9* Build up area m2/student 4.1* 3.9* 4.6* No of class room 21* 30* 50* No of students in class room 35* 36* 39* * Relevant standard ** Not standard A 11 Adahya neighborhood schools match withThe standards Item Primary school Middle school Secondary school No of schools 4* 1* 0 No of students 486* 566* 0 Location area m2 1570** 1140** 0 Build up area m2 832* 1640** 0 Location area m2/student 3.2* 2** 0 Build up area m2/student 1.7* 2.9* 0 No of class room 23* 16* 0 No of students in class room 22* 36* 0 * Relevant standard ** Not standard A 12 Aljabal Alshamali neighborhood schools match withThe standards Item Primary school Middle school Secondary school No of schools 10* 4* 5* No of students 1591* 1543* 3105* Location area m2 14260** 20324* 16590** Taher J.T. 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