Displaying publications 1 - 20 of 39 in total

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  1. Ihsan, Yudi Nurul, Khoirunisa, Nita Ulfah, Riyantini, Indah, Elfithri, Rahman, Pribadi, Tri Dewi K., Siti Nor Aisyah Md Bati
    MyJurnal
    Mini purse seine has a major contribution in increasing production of small pelagic catches in Pelabuhan Perikanan Pantai (PPP) Muncar. This research aimed to investigate the effectiveness and efficiency of mini one-boat and two-boat purse seine in Bali Strait, Indonesia. This research was conducted in Mei 2018 in Muncar, East Java, Indonesia. In this study, survey was used to get the data by distributed the questioners to the fisherman. The primary data are total catch composition, fork length, individual weight of total catch and operation time of both fishing gears. Data were analysed by main catch and bycatch proportion, legal size proportion and catch rate. The results showed that the mini two-boat purse seine had a greater catch volume compared to the mini one-boat purse seine. The bycatch composition dominates in both fishing gear. The proportion of legal-size catching is 67% of the total. The fork length is not significantly different and for the total catches is significantly different. The catching rate of the mini purse seine one boat catch rate is lower at 4,048.67 kg/hour, compared to the mini two-boat purse seine which is 9,189.18 kg/hour.
  2. Nuraznee Mashodi, Nurul Yani Rahim, Norhayati Muhammad, Saliza Asman
    MyJurnal
    Extra virgin olive oil (EVOO) is categorized as expensive oil due to high-quality nutritional value. Unfortunately, EVOO is easily adulterated with other low-quality edible oils. Therefore, this study was done to differentiate and analyze the adulteration of EVOO with other edible oils using Attenuated Total Reflectance-Fourier Transform Infrared (ATR-FTIR) spectroscopy. The study was used several edible oils included canola oil, corn oil, sunflower oil, and soybean oil as an adulterant for EVOO. The adulterant EVOO samples were prepared by mixing with dissimilar concentrations of the solely edible oils (20 %, 40 %, 60 % and 80 % (v/v)). The main functional groups of EVOO and other edible oils are O-H, C-H, C=C and C=O groups were assigned around 3500 cm-1, 2925 cm-1, 3006 cm-1 and 1745 cm-1 wavenumbers, respectively. From the comparison of EVOO and other adulterant edibles oil spectra, it showed that the EVOO has the lowest absorbance intensity at around 3006 cm-1 represented double bond which is closely related to the composition of oil sample. The adulteration of EVOO was evaluated by analysing the changes in the absorbance based on the linear regression analysis graph of the bands at 3006 and 2925 cm-1 and the limit of detection (LOD) was measured. The graph of A3008/A2925 with good relative coefficients (R2) and lower LOD is more favourable than the linear regression graph of A3006 versus percentage of edible oils added in EVOO. This study showed that ATR-FTIR spectroscopy is a convenient tool for analysing the adulteration of EVOO.
  3. Safa’a Ahmad Al Masri, Siti Musliha Mat Rasid
    MyJurnal
    In the current study, a total of 86 soccer’s players with mean age of 14 years drawn from Terengganu soccer academy were tested in performing 10 parameters aiming at determining the performance of those players based on assessing the contribution of each activity and its corresponding significant level. The 10 performance related parameters involved anthropometry (BMI), fitness test (agility, coordination, muscular endurance (push and sit up), power, YoYo level), and football skill test (dribbling with ball, dribbling without ball and juggling). All the parameters testing is carried out based on international standard and performed by well-trained staff. The Pearson correlation analysis was used to achieve the objective in this study. Result shows a positive correlation between the two types of muscular parameters; the power is influenced by BMI and coordination; the specific football tests are highly impacted by the power and agility. The coefficient of determination R^2 and the significance level p-values show that the parameters that can be significantly considered are the anthropometric BMI (0.020), agility (0.025), muscular endurance (0.039 and 0.043), power (0.039), special football test without the ball (0.041), and juggling (0.046). The coordination, YoYo, football special test with the ball were not found to be significantly accounted for preparing the young players to achieve the required performance. Based on the results of the coefficient of determination and the significance p-values of the parameters, a model was proposed to determine the highest and lowest parameters that play important roles in the selection of young players.
  4. Shaiful Ehsan Shalihin, Mohd Aznan MA, Mohamad Haniki NM
    MyJurnal
    Number of active smokers in Malaysia is increasing despite availability of stop smoking clinics and smoking cessation medications. Thus, the practice of the healthcare professionals involved in providing smoking cessation intervention using evidence-based guidelines needs to be assessed using validated assessment tool. Newly invented reliable and valid questionnaire locally is needed. This study aimed to develop and validate a newly modified questionnaire to assess the knowledge, attitude and practice of medical doctors based on national smoking cessation guidelines and factors contributing to the score. The 22 items consists of true/false questions and Likert scaling response based on domain of 5A’s (ask, assess, advice, assist, arrange) and 5R’s (relevant, risks, rewards, roadblocks, repetitions) of the national stop-smoking guideline. Sample size is calculated based on five respondents to one item ratio. The questionnaires were distributed to 131 primary care doctors. Reliability was determined using Cronbach’s alpha for internal consistency while construct validity was assessed using factor analysis. A high degree of internal consistency was observed (Cronbach’s alpha = 0.87), with good knowledge subscale (0.72), attitude subscale (0.58) and practice subscale (0.92). Factor analysis showed three meaningful finalized components (knowledge, attitude and practice) which represent the smoking cessation framework. This study indicates that this revised questionnaire is more reliable and valid tool to assess the knowledge, attitude and practice on stop smoking guidelines compared to previous questionnaire.
  5. Khaleel, Aliyu Garba, Nasir, Mudassir, Salisu, Nasiru, Abdullahi, Auwalu Yusuf, Saidu, Sulaiman Shehu, Saleh, Ahmadu, et al.
    MyJurnal
    Nigeria is naturally blessed with wide diversity of native animal genetic resources. Indigenous ruminant livestock such as cattle, camel, donkey, sheep and goat contributes largely in both protein supply, revenue generation and national economy. In Nigeria, these animal resources are mismanaged and undermined through the indiscriminate slaughter of pregnant animals and foetal losses in abattoirs. This unethical practice resulted in the loss of genetic diversity, preferred traits and superior females ruminant animals. The current research focus on reported incidences across abattoirs, which is a centre where such practice is highly occurs within the country. Lack of modern facilities, law enforcement, poor management and animal welfare in abattoirs to protect pregnant animals are among few factors responsible for an increase in incidences. It is unprofitable to continue the tradition of pregnant animal slaughter that causes foetal losses. This is a condition that significantly threatens the animal genetic resources and general livestock industry in Nigeria. This practice must be discard with a proper conservation and documentation of these valuable animal genetic resources. Both long and short terms conservation programs must aim for substantial benefits of these resources. Laws must be enforced with strict penalties to those involved in pregnant animal slaughter. Genetic resources of these species and meat industry future could be safe with proper implementation of these laws and conservation measures.
  6. Yusof Nurhayati, Abdul Manaf Ali
    MyJurnal
    Many researchers have focused chitosan as a source of potential bioactive material during the past few decades. However, chitosan has several drawbacks to be utilised in biological applications, including poor solubility under physiological conditions. Therefore, a new interest has recently emerged on partially hydrolysed chitosan, chitosan oligosaccharides (COS). In this study, degradation of chitosan was performed by Cellulase from Trichoderma reesei® 1.5L and Response Surface Methodology (RSM) were employed to optimize the hydrolysis temperature, pH, enzyme concentration and substrate concentration. Optimization of cellulase T. reesei® using central composite design (CCD) was to obtain optimum parameters and all the factors showed significant effects (p˂0.05). The maximum response, Celluclast® activity (1.268 U) was obtained by assaying the process at 49.79oC, pH 4.5, 3% (v/w) of enzyme concentration and 25% (w/v) concentration of chitosan for 24 hours.
  7. Norzaida Yusof, Noranizan Mohd Adzahan, Kharidah Muhammad
    MyJurnal
    This study was conducted to optimize the production of spray-dried white dragon fruit (Hylocereus undatus) powder using resistant maltodextrin as wall material. The inlet air temperature (140 °C, 150 °C and 160 °C), outlet temperature (75 °C, 80 °C and 85 °C) and resistant maltodextrin concentrations (20%, 25% and 30%) were tested as independent variables. Process yield, moisture content, water activity, solubility, hygroscopicity and bulk density of the powders were analysed as responses. Process yield significantly (p
  8. Muhammad Nazirul Mubin Abd Halim Shah, Lee, Siang Hing, Mohd Yusoff Nurulnadia, Meng, Chuan Ong
    MyJurnal
    Development and urbanization processes around Terengganu River estuary are expected to release a significant amount of heavy metals into the existing surface sediment. However, information on how and why these metals are attached into specific fraction of sediments is still lacking. Therefore, this study aimed to explain the heavy metal concentration distribution in each available fraction in Terengganu River estuary. In this study, nine surface sediments originated from various human activities area in Terengganu River estuary were collected during four different sampling sessions in 2017. Heavy metal content from the collected sediments were extracted using 3-steps BCR sequential extraction method followed by detection using Inductively Coupled Plasma Mass-Spectrometer (ICP-MS) and we discovered that the total concentration of arsenic (As), cobalt (Co), copper (Cu), and zinc (Zn) ranged from 2.18 to 17.48 mg/kg dry wt., 2.53 to 20.53 mg/kg dry wt., 1.01 to 13.13 mg/kg dry wt., and 6.10 to 65.71 mg/kg dry wt., respectively. Dominance of metals in each fraction can be arranged as follows: As: residual > reducible > exchangeable > oxidizable; Co: residual > exchangeable > reducible > oxidizable; Cu: residual > oxidizable > reducible > exchangeable; Zn: residual > exchangeable > reducible > oxidizable. Availability of metals in the sediment at Terengganu River estuary is limited since that majority of metals resides in non-mobilisable fraction of the sediment. In essence, the sequential extraction provides information regarding the metals’ fractionation, availability and mobility, which could be used in assessing the environmental contamination in the area.
  9. Nur Aishah Jusnaidi, Nurul Fadhlina Ismail
    MyJurnal
    Assessing the repeat rate is crucial to reduce unnecessary dose to the patient by identifying the major cause for repeating the x-rays exposure to the patient and apply corrective measures. To analyse the repeat rate of routine lower limb projections in direct digital radiography (DR) from general radiology department of Pantai Klang Hospital. 26 months retrospective repeated radiograph was acquired from Picture Archiving and Communication System (PACS) at Hospital Pantai Klang. The retrieved radiographs were grouped based on the reason for the i radiographs being rejected which are incorrect positioning, incorrect collimation, patient movement, incorrect exposure factors, artefact, and other reasons. Total repeated radiographs retrieved for basic lower limbs projections were 13616. Knee was the highest repeted examination and the lowest repeat rate was tibia fibula. (repeat rate: knee = 1.04%, tibia fibula = 0.57%). incorrect positioning is the major causes for repeat exposure for all examinations type, followed by incorrect collimation, other categories, centring ray error, incorrect exposure factors and artifact.
  10. Ahmad Fuad Ab Ghani, Mohd Irman Ramli, Ridhwan Jumaidin, Dharmalingam, Sivakumar, Fudhail Abdul Munir, Mohd Syukri Yob
    MyJurnal
    The study of Representative Volume Element (RVE) on Composite Material has been performed in the aim to obtain the relation and effect of fiber volume fraction on its tensile properties which is one of the important mechanical properties for composite designers in automotive and aerospace community.The properties such as fibre content, orientation, dimension of constituent fibres (diameter), level of intermixing of fibres, interface bonding between fibre and matrix, and arrangement of fibres between different types of fibres, influences the mechanical properties of hybrid composite.Representative Volume Element (RVE) for each constituent Carbon Fiber Reinforced Polymer (CFRP) and Glass Fiber Reinforced Polymer (GFRP) assumed isotropic behavior for carbon fibre, glass fibre and epoxy resin matrix and assumed to be perfectly bonded interface between fibre and matrix region i.e. strain compatibility at the interface. The scope of study on the micro mechanical modelling via representative volume element (RVE) is limited only to unidirectional composites.The result of parametric study performed deduces that incremental volume fraction of carbon and glass respectively will increase the E11 (Modulus of Elasticity in Tensile Direction) and enhance the tensile properties of both CFRP and GFRP.
  11. Khairunnuur Fairuz Azman, Rahimah Zakaria, Che Badariah Abdul Aziz, Zahiruddin Othman
    MyJurnal
    Recent evidence has exhibited dietary influence on the manifestation of depressive-like behaviour induced by stressor tasks. The present study examined the effects of Tualang honey supplement administered with the goal of preventing or attenuating the occurrence of depressive-like behaviour in male rats subjected to noise stress. Forty-eight adult male rats were randomly divided into the following groups: i) nonstressed with placebo, ii) nonstressed with honey, iii) stressed with placebo, and iv) stressed with honey. Tualang honey (200 mg/kg body weight) was administered for 28 days. Stressed rats were subjected to loud noise 100 dB(A) 4 hours daily for 14 days. Forced swimming test was performed to evaluate depressive-like behaviour. Stressed control rats displayed significant increase in depressive-like behaviour, serum adrenocorticotropic hormone (ACTH), corticosterone, and brain oxidative stress markers levels, with significant decrease in antioxidant enzymes activities and total antioxidant status. Honey supplementation successfully counteracted the stress effects whereby the honey treated rats exhibited significant decrease in depressive-like behaviour and levels of ACTH, corticosterone, and oxidative stress markers, with significant increase in antioxidant enzymes activities and total antioxidant status. In conclusion, Tualang honey mediated antidepressant-like effects in stressed rats, possibly acting via restoration of hypothalamic-pituitary-adrenal axis through its antioxidant properties.
  12. Liyana Daud, Mohamad Razali Abdullah, Siti Musliha Mat-Rasid, Ahmad Bisyri Husin Musawi Maliki, Amr Alnaimat, Muhammad Rabani Hashim, et al.
    MyJurnal
    The study attempts to use multivariate analysis to evaluate the profile of male player for developments of Long-Term Talent in Sports (LT-TiS) model based on anthropometric and motor fitness components. Data of anthropometric and motor fitness included power, flexibility, coordination and speed were obtained from 2019 respondents aged 7.32±0.52 year. Data interpretations were carried out using multivariate analysis of Principle Components Analysis (PCA) and Discriminant analysis (DA). The adequacy of sampling has been measured using Bartletts tests on sphericity and Kaiser-Meyer-Olkin (KMO) has been used, with this conformance of running the Principal Component Analysis (PCA). Then, Discriminant Analysis (DA) were used to validate the correctness of group classification by LT-TiS model. Then, Discriminant Analysis (DA) were used to validate the correctness of group classification by LT-TiS. As a result, two factors with eigenvalues greater than 1 were extracted which accounted for 55.00% of the variations present in the original variables was found. The two factors were used to obtain the factor score coefficients explained by 27.86% and 27.21% of the variations in player performance respectively. Factor 1 revealed high factor loading on motor fitness compared to factor 2 as it was significantly related to anthropometrics. A model was obtained using standardized coefficient of factor 1. Three clusters of performance were shaped in view by categorizing; LT−TiS≥65%, 40%≤LT−TiS
  13. Hammad Farhi Mohd Saudi, Jamal Abdul Nassir Shaari
    MyJurnal
    The purpose of this case study is to look at how “Lean Techniques and Principles” can be successfully introduce and implement in the higher education institution or university context. In the last two decades, Lean techniques and principle has been applied to improve production system in manufacturing processes. Lean was introduced in the 1950s by Womack and Jones known as the Toyota Production System (TPS) by the legendary car manufacturer Toyota, the world’s most profitable automaker and have spent decades perfecting lean practices in the production. The method used was to produce more productivity while using fewer resources and identifying activities which creates value for customers, activities which do not create value but are required and actions which do not create value and can be eliminated. This case study demonstrates how “Lean Principles” can be adopted to the administration services particularly in the registration process for new student intake in USIM. The objective of this case study includes : to identify the needs of improving the registration process by eliminating the waste (Muda) such as time wastage, human resource wastage, to introduce the apparatus required to reduce and eliminate waste, to redesign the process using the lean techniques and principles to eliminate waste and to continually improve the process with the goal to achieve perfection for customer satisfaction and university’s reputation. How Lean Principles can transform the work process in the registration procedure, process efficiency, the reasons for implementing Lean in the process, minimize the lead time, minimize the financial cost and the role of management. This paper contains a comprehensive discussion and findings of the development of Lean principles and management through one of the models, namely; Value Stream Mapping (VSM) process which can enhance the operational process in the university environment to improve the process, particularly in the new student registration process.
  14. Ahmad Fuad Ab Ghani, Mohamad Kamarul Anwar Sahar, Muhammad Ridzuan Husyairi Azmi, Nurul Izzati Medon, Muhammad Syazwan Samsuri, Muhammad Syurabil Abdani
    MyJurnal
    There are several types of grating, such as platform, bridge decks and filters. In design process, there
    are several important terms that have to be prioritised; engineering design, strength to weight ratio, cost,
    maintainability, reparability etcetera. Advanced materials, such as composite materials offer great
    strength to weight ratio and high mechanical properties for grating fabrication. Furthermore the
    reparability and maintenance problems could be solved as it is anti corrosion and the long service life
    attribute of composite makes it a great design material for replacement of conventional steel or
    aluminium. Bio composites, such as bamboo and coir fiber yield advantage in terms of less cost and
    abundance availability compared to commercial unidirectional composite materials, such as glass fiber
    reinforced polymer (GFRP) and carbon fiber reinforced polymer (CFRP) which is considerably
    expensive yet possess higher mechanical properties. This papers presents a conceptual design of
    grating design utilizing bamboo composite as material. Pugh method has been chosen as design criteria
    selection matrix in finalizing the design of industrial grating for scaffolding (Pugh, 1991).
  15. Nagendran Jayavel Pandiyan, Amitha Hedge
    MyJurnal
    The purpose of this study is to compare the clinical success between preventive resin restoration, and
    pit and fissure sealant in terms of retention and caries prevention on first permanent molar. Data were
    collected from the patients’ case records in Pediatric Dentistry clinic. Records of children who had done
    their sealants and preventive resin in their first permanent molar were reviewed. 61 patients had
    preventive resin restoration and 56 pit and fissure sealant done in permanent first molar 2 years ago
    were included and called for clinical review. Participants were between 6-10 years. Visual and tactile
    assessment was done to detect the integrity of preventive resin restoration and pit and fissure sealants
    under 4 categories whether the sealant or PRR is total lost, partial lost, completely present, carious.
    Data was analyzed using descriptive statistics. At the end of 2 years, sealants showed 64.3 % total
    retention, 21.4% partial retention and 10.7% complete loss when compared to PRR which showed
    62.2% total retention, 14% partial retention and 4.9% complete loss. Preventive resin restoration have
    more tendency to have caries, while teeth with pit and fissure sealants does not (18% vs. 3.6%). As a
    conclusion, pit and fissure sealants have marginally higher retention compared to preventive resin
    restoration on permanent molars. Pit and fissure sealant is better in terms of caries prevention compared
    to preventive resin restoration.
  16. Ishamri Ismail, Nur Husna Mohd Fauzi, Mastura Zahidi Baki, Ho, Lee Hoon
    MyJurnal
    This study was carried out to evaluate the effects of different drying methods (sun drying, cabinet
    drying and convection oven) and hydrocolloids (carrageenan and alginate) on physicochemical
    properties of semi-dried catfish jerky. The concentration of hydrocolloids used was 1% and 2%.
    Samples without the addition of hydrocolloid served as the control group. The water activity of semidried catfish jerky decreased with the addition of hydrocolloids. For colour properties, lightness (L*)
    value of semi-dried catfish jerky increased with the increased concentration of hydrocolloids. The
    addition of 2% alginate (2%A) and 2% carrageenan (2%C) showed higher lightness (L*) than the
    controlled group for all drying methods, except for sun drying with carrageenan. Both carrageenan and
    alginate added into semi-dried catfish jerky increased the processing yields. The addition of 2%
    carrageenan (2%C) and 1% alginate (1%A) improved the product yields for all drying methods. This
    paper argues that the application of cabinet dryer gives better shelf stability due to the lower range of
    water activity than other drying methods while preserving colour quality and product yields.
  17. Sadiq Mukhtar, Rosniza Aznie, C.R., Mansur Abdul Mohammed
    MyJurnal
    This paper is aimed to evaluate the concentration of some heavy metals in order to assess the temporal
    variation, Contamination Factor (CF) and Pollution Load Index (PLI) in the soil along the airport road of
    Kano State. Soil samples were collected during 2009 and 2015 using the composite sampling
    techniques. 10 samples were collected in each period and then analysed using the standard laboratory
    procedures. The findings revealed that the mean values of Mn (52±7.2), Fe (281±19.4) and Cd (3.0±0.3)
    were found to be higher in 2009 soil samples. The mean value of Cu (100±16.3), Zn (161±47.7), Cr
    (20.8±1.5), Ni (53.9±9.7) and pH (9.0±0.56) were found to be higher in 2015 soil samples. The CF value
    shows that the collected soils of the sampling area have low contamination level and moderately
    contaminated with Cd. The soils samples also have been classified as low pollution level according to
    the PLI. The finding has concluded that there is gradual accumulation of Cu, Zn, Cr and Ni with reduction
    in Mn, Fe and Cd. The collected soils have low contamination level with selected heavy metal except
    Cd that moderately contaminates the soil of the area according to contamination factor. The PLI values
    of the heavy metals during 2009 and 2015 are 0.0006 and 0.02 respectively, indicating the increases in
    pollution load from 2009 to 2015 in the study area. Proper soil management such as the increase of pH
    and organic matter as well as the avoidance of using contaminated water for irrigation were
    recommended in the sampling area.
  18. Abdul Rahman Hassan, Nurul Hannan Mohd Safari, Sabariah Rozali, Hafizan Juahir, Mohd Khairul Amri Kamarudin
    MyJurnal
    Nanofiltration membranes technology commonly used for wastewater treatment especially
    wastewater containing charged and/or uncharged species. Commonly, textile wastewater
    possesses high chemical oxygen demand (COD) and non-biodegradable compounds such as
    pigments and dyes which lead to environmental hazard and serious health problem. Therefore, the
    objective of this study was to investigate the effects of hydrophilic surfactant on the preparation and
    performance of Active Nanofiltration (ANF) membrane. The polymeric ANF membranes were
    prepared via dry/wet phase inversion technique by immersion precipitation process. The
    Cetyletrimethylammonium bromide (CTAB) as cationic surfactant was added in casting solution at
    concentrations from 0 to 2.5 wt%. The synthesized membrane performance was evaluated in terms
    of pure water permeation (PWP) and dye rejection. The experimental data showed that the
    membrane demonstrated good increment of PWP ranging from 0.27 to 10.28 L/m2
    h at applied
    pressure from 100 to 500kPa, respectively. Meanwhile, the ANF membranes achieved high
    removal of Methyl Blue and Reactive Black 5 dye up to 99.5% and 91.6%, respectively.
  19. Hussin, K., Hassan, M.R., Hamzah, M.L., Fadzli, A., Nik Mohamad, N.A., Nik Him, N.A.S.
    MyJurnal
    The importance of rapid ambulance response to emergency medical crises is undeniable. An early
    access to advanced care is crucial to saving a life. Modern computerised call centre and the hospitalbased ambulance services are believed to enhance the quality of service delivery. However, whether
    it will further reduce the ambulance response time is still debatable. A cross-sectional study was
    conducted in June 2012 until July 2012 at three selected tertiary hospitals in Malaysia. The
    ambulance response time was expressed in a median and interquartile range (IQR) and MannWhitney U test was used to determine the associations between types of ambulance and
    computerised call centre system versus voice only. Wilcoxon Rank Sign Test was used to assess
    the significance of means difference. A hospital-based ambulance had the median time of 0.19
    minutes while community-based ambulance had the median time of 0.20 minutes (The Z score -
    0.916, p-value - 0.360). The hospital with computer call centre had the median time of 0.19 minutes
    while hospital without computer call centre had the median of 0.20 minutes (The Z score - 0.816, P
    value - 0.414).The response time of hospital-based ambulance equipped with computerised call
    centre system was comparable in three selected tertiary hospitals in Malaysia.
  20. Mohamad Razali Abdullah, Intan Afzan Aziz, Rabiu Muazu Musa, Ahmad Bisyri Husin Musawi Maliki, Norlaila Azura Kosni, Nuruaslizawati Ayob, et al.
    MyJurnal
    The purpose of this study is to determine spatial pattern recognition of school performance based on
    children’s anthropometric and motor skills component. This study involved 94 primary schools with a
    total 2237 male students aged 7.30±0.28 years in Pahang, Malaysia. The parameters of anthropometric
    (weight and height) and motor component included lower muscular power (standing broad jump),
    flexibility (sit and reach), coordination (hand wall toss) and speed (20 meter run) were selected. Cluster
    Analysis (CA) and Discriminant Analysis (DA) under Multivariate Method and technique of Kriging
    Interpolation in Geographic Interpolation Software (GIS) were used. CA revealed two clusters of school
    performance. There are a total 34 high performance schools (HPS) and 60 low performance schools
    (LPS). Then, the assigned groups were treated as independent variable (IV) while anthropometric and
    motor parameters were treated as dependent variable (DV) in DA. Standard mode of DA obtained
    95.74% correctness of classification matrix with three discriminated variables (height, standing broad
    jump and 20 meter run) out of six variables. Meanwhile, forward and backward stepwise mode of DA
    discriminated only one (standing broad jump) out of six variables with 96.81% of classification
    correctness. The map output of Kriging interpolation has shown graphically the pattern of discriminated
    variables that greatly influence school performance. It exposed the ability of children motor skills
    development in particular region is higher than another region.
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