Displaying publications 81 - 100 of 325 in total

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  1. Purnomo YW, Prananto IW, Driana E, Saparanti K, Nuriadin I, Ismail SN
    Data Brief, 2020 Dec;33:106578.
    PMID: 33318973 DOI: 10.1016/j.dib.2020.106578
    This article presents data on factors that depict [pre-service] teacher beliefs about educational research. A cross-sectional survey was used to collect the data that involved 352 final-year students working on their undergraduate theses. The students were registered in the faculty of teacher training and education in one of the private universities with an A (excellent) accreditation in Jakarta, Indonesia. The participants were selected conveniently. Exploratory factor analysis was performed to reveal the factors comprised in the data. 49 out of 72 items formed five factors: negative views about educational research, positive views about educational research, knowledge about educational research, open-mindedness, and accessibility.
    Matched MeSH terms: Factor Analysis, Statistical
  2. Tan Pei Pei, Hafizuddin Mohamed Fauzi, Ernest Mangantig, Rosnah Bahar, Nur Arzuar Abdul Rahim
    MyJurnal
    Introduction: Unsafe blood products cause transfusion-transmissible infections. A good knowledge and perception about blood safety issues is crucial to ensure safe blood supply. The objective is to develop and validate a question- naire about the knowledge and perception among blood donors on blood safety issues. Method: A cross-sectional study was conducted among 130 blood donors who attended the National Blood Centre, Kuala Lumpur in April and May 2018. The questionnaire was developed in the Malay language after extensive literature search. The self-admin- istrated questionnaire consisted 39 items which required around 20 minutes to complete. The validation involved content validity, construct validity using exploratory factor analysis and reliability using test-retest analysis in IBM SPSS statistics. The same group of respondents was retested after two weeks using the same questionnaire. Results: Content validity was established through multidisciplinary expert meeting and two content reviewers. The factors loadings of all questionnaires were more than 0.40. Knowledge questions were divided into three domains; percep- tion questions were divided into four domains. The intraclass correlation (ICC) values of the test-retest were more than 0.80 for the three knowledge domains and more than 0.60 for the four perception domains. The third domain of the perception section which consisted two questions had the lowest ICC value of 0.686 (95% CI 0.583-0.767). One of the questions was restructured to improve clarity. Conclusions: The questionnaire on knowledge and perception on blood safety issues has good validity and reliability, with appropriate items which warranted its utilization among blood donors.
    Matched MeSH terms: Factor Analysis, Statistical
  3. Azam AF, Lai P, Abdullah A, Haidi Hanafi NS
    Malays Fam Physician, 2020;15(2):10-18.
    PMID: 32843940
    Introduction: The Patient Assessment on Chronic Illness Care (PACIC) was developed to assess patients' perspectives on the alignment of primary care to the chronic care model. The Malay PACIC has been validated; however, Malaysia is a multicultural society, and English is spoken by many Malaysians and expatriates. We sought to validate the English version of the PACIC among patients with diabetes mellitus in Malaysia, as Malaysians may interpret a questionnaire that was originally developed for Americans in a different way.

    Method: This study was conducted between November and December 2016 at two primary care clinics that offered integrated diabetes care at the time. These sites were selected to assess the discriminative validity of the PACIC. Site 1 is a Malaysian Ministry of Health-run primary care clinic while site 2 is a university-run hospital-based primary care clinic. Only site 1 annually monitors patient performance and encourages them to achieve their HbA1c targets using a standard checklist. Patients with diabetes mellitus who understood English were recruited. Participants were asked to fill out the PACIC at baseline and two weeks later.

    Results: A total of 200 out of the 212 invited agreed to participate (response rate=94.3%). Confirmatory factor analysis confirmed the 5-factor structure of the PACIC. The overall PACIC score and the score in two of the five domains were significantly higher at site 1 than at site 2. The overall Cronbach's alpha was 0.924. At test-retest, intra-class correlation coefficient values ranged from 0.641 to 0.882.

    Conclusion: The English version of the PACIC was found to be a valid and reliable instrument to assess the quality of care among patients with diabetes mellitus in Malaysia.

    Matched MeSH terms: Factor Analysis, Statistical
  4. Konter E, Kueh YC, Kuan G
    PMID: 32635576 DOI: 10.3390/ijerph17134834
    While courage is widely attributed to athletic pursuits, it has received little scientific attention from both researchers and applied practitioners. A reliable measurement is required to examine courage in sports and competitive activities. Therefore, this research aimed to adapt the original Turkish Sports Courage Scale-31 into American English (SCS-AE). The SCS-31 measure was translated from Turkish into the American English language by the Brislin forward and backward translation technique and language validity. Then, the translated SCS-AE was administered to 548 American university college students (Mean age = 19.02, SD = 1.21). All participants played a sport (e.g., football, soccer, basketball, gymnastics). Based on confirmatory factor analyses (CFA), 31 items of SCS-AE were reduced to 24 items with four factors (i.e., assertiveness, determination, mastery, and venturesome). The fit indices were satisfactory (RMSEA = 0.06, CFI = 0.97, SRMR = 0.06, NFI = 0.96 and NNFI = 0.97). The internal consistency measured by Cronbach alpha, ranging from 0.73 to 0.78, were considered acceptable. The convergent validity and discriminant validity of SCS-AE were also achieved. Our findings indicate strong support for research using the four-factor model of the SCS-AE and adequate support for the five-factor model with sufficient caution regarding the internal consistency of the self-sacrifice factor. While cultural differences in courage perception might exist between these countries, the findings showed more similarities than differences in courage. Results indicated that the SCS-AE is usable for research purposes in the suggested format. Future directions are discussed using the SCS-31 and SCS-AE for research.
    Matched MeSH terms: Factor Analysis, Statistical
  5. Lee JAC, Lee S, Yusoff NFM, Ong PH, Nordin ZS, Winskel H
    Front Psychol, 2020;11:1700.
    PMID: 32754104 DOI: 10.3389/fpsyg.2020.01700
    The aim of the study was to develop a new comprehensive reading assessment battery for multi-ethnic and multilingual learners in Malaysia. Using this assessment battery, we examined the reliability, validity, and dimensionality of the factors associated with reading difficulties/disabilities in the Malay language, a highly transparent alphabetic orthography. In order to further evaluate the reading assessment battery, we compared results from the assessment battery with those obtained from the Malaysian national screening instrument. In the study, 866 Grade 1 children from multi-ethnic and multilingual backgrounds from 11 government primary schools participated. The reading assessment battery comprised 13 assessments, namely, reading comprehension, spelling, listening comprehension, letter name knowledge, letter name fluency, rapid automatized naming, word reading accuracy, word reading efficiency, oral reading fluency, expressive vocabulary, receptive vocabulary, elision, and phonological memory. High reliability and validity were found for the assessments. An exploratory factor analysis yielded three main constructs: phonological-decoding, sublexical-fluency, and vocabulary-memory. Phonological-decoding was found to be the most reliable construct that distinguished between at-risk and non-at-risk children. Identifying these underlying factors will be useful for detecting children at-risk for developing reading difficulties in the Malay language. In addition, these results highlight the importance of including a range of reading and reading-related measures for the early diagnosis of reading difficulties in this highly transparent orthography.
    Matched MeSH terms: Factor Analysis, Statistical
  6. Soon JM, Wahab IRA, Hamdan RH, Jamaludin MH
    PLoS One, 2020;15(7):e0235870.
    PMID: 32639978 DOI: 10.1371/journal.pone.0235870
    Factors contributing to foodborne illnesses in Malaysia were identified as insanitary food handling procedures and lack of hygiene in food preparation area. Food safety at home is a critical point as consumers represent the final step in food preparation and prevention of foodborne diseases. This study aims to investigate the food safety knowledge, attitude and self-reported practices among consumers in Malaysia. An online survey was conducted, and data were analysed using descriptive statistics and exploratory factor analysis. A model linking food safety knowledge and attitude and their direct effects on practices were confirmed using structural equation modelling (SEM). The proposed model fulfilled the goodness of fit indices and is deemed acceptable. Respondents demonstrate good level of food safety knowledge and positive attitudes and self-reported practices. Food safety knowledge has a negative and insignificant relationship with food safety practices (β1 = -0.284, p>0.05) while attitude significantly affects food safety practices (β1 = 0.534, p<0.05). The findings clearly indicate that food safety knowledge does not directly affect food safety practices This is also the first study to provide new empirical findings on thermometer usage among consumers in Malaysia. This study establishes an important point of reference where consumers use visual appearances to determine if food is thoroughly cooked and practice washing raw chicken prior to cooking. Food safety practices at home play a critical role in protecting consumers in reducing risks of foodborne illnesses.
    Matched MeSH terms: Factor Analysis, Statistical
  7. Geller S, Handelzalts JE, Levy S, Boxer N, Todd J, Swami V
    Body Image, 2020 Sep;34:145-154.
    PMID: 32674037 DOI: 10.1016/j.bodyim.2020.05.013
    The Body Appreciation Scale-2 (BAS-2) is a widely-used, 10-item measure of a core facet of positive body image. To extend its use internationally, we examined the factor structure and conducted a preliminary assessment of the psychometric properties of a novel Hebrew translation of the BAS-2. A sample of 613 Israeli adults (362 women, 251 men; age M = 29.52, SD = 9.47) completed the BAS-2 alongside demographic items and previously-validated measures of life satisfaction, self-esteem, self-compassion, and body investment. Exploratory factor analyses with a semi-random split-half subsample (n = 377) indicated that BAS-2 scores reduced to a single dimension with all 10 items. This factor structure was equivalent across women and men. Confirmatory factor analysis (CFA) with a second split-half subsample (n = 235) showed the 1-dimensional factor structure had adequate fit following one modification and multi-group CFA showed that the model was invariant across sex. Men had significantly higher BAS-2 scores than women, but the effect size was small (d = 0.22). Evidence of construct validity was demonstrated through positive associations with indices of life satisfaction, self-esteem, self-compassion, and body investment. The availability of a validated BAS-2 Hebrew translation should advance future research of body appreciation in Israel.
    Matched MeSH terms: Factor Analysis, Statistical
  8. Barki N, Choudhry FR, Munawar K
    PMID: 33500886 DOI: 10.47176/mjiri.34.159
    Background: The construct of satisfaction with life has been studied across various cultures through the Satisfaction with Life Scale. The Satisfaction with Life Scale (SWLS) has been validated across several populations and languages. There are no published psychometric properties of its Urdu version. Hence, the aim of this study was to ascertain the psychometric properties of the Urdu version of the SWLS among the Urdu speaking population of Pakistan. Methods: The SWLS has already been translated into Urdu, and the Urdu version is available on the author's website however there is no information about its psychometric properties. To establish the psychometric properties especially the factor structure of the already translated Urdu SWLS, the SWLS-Urdu was administered to Urdu speaking population residing in Pakistan. The statistical analyses (i.e., normality through skewness and kurtosis, Kaiser-Meyer-Olkin (KMO) and Bartlett's test of sphericity, and test and re-test reliability) were conducted through SPSS version 25.0. Structure Equation Modelling via maximum likelihood method of estimation was used to perform confirmatory factor analysis on the data using AMOS 20.0. The significance level was set at p < 0.05. Results: The study was completed by recruiting 120 participants from different universities in Lahore, Pakistan. The sample was equally divided between male and female participants. The mean age of participants was 22.7(3.6) years. Test of the adequacy of the sample through Kaiser-Mayer-Olkin showed KMO=0.88 and Bartlett's test of sphericity (p<0.001). The Cronbach's alpha reliability of the scale was 0.90 and Confirmatory Factor Analysis confirmed a one-factor model as a good fit with strong statistical evidence. No factorial group variances were noticed in male and female participants. Conclusion: This study shows that Urdu SWLS has sound psychometric properties, is linguistically and culturally acceptable, and equally useful in assessing satisfaction with life in the Urdu speaking population.
    Matched MeSH terms: Factor Analysis, Statistical
  9. Nurul Izzati Binti Hasnun, Nurul Aziera Binti Zainol Abidin, Nurhana Binti Roslan, Mohamad Shukri Bin Abdul Hamid
    MyJurnal
    Friendship is a topic that should be emphasized and studied, and it can be positive or negative. There are many forms of friendship that can be termed, but it may also differ from one's perspective and certain characteristics of a person. The value of friendship is very important to study in order to know the level of our friendships. In college student development, peer influence can also influence student engagement in engaging in their college activities. It can be seen in terms of involvement in sports activities, curriculum activities and more. The main purpose of this study was to develop of Friendship instrument in chemistry and engagement of SQS UUM students and find the relationships between genders with chemistry and engagement. Using Factor Analysis in order to develop valid and reliable of the friendship Instrument based on chemistry and engagement. In order to study the validity of the data, face validity was used before the instrument was distributed in which the pilot study was conducted. To determine which factor is best, the analysis uses varimax rotation and selects which component is best and meets the criteria. Normality test was used to find the data was normal or nonnormal. Spearman Correlation and Chi Square Test method used in the non-normal data to find the relationship of selected variables.
    Matched MeSH terms: Factor Analysis, Statistical
  10. Park JK, Ahn J, Han SL, Back KJ, An M
    J Healthc Manag, 2020 3 14;65(2):90-105.
    PMID: 32168184 DOI: 10.1097/JHM-D-18-00168
    EXECUTIVE SUMMARY: This study examined the impact of employee satisfaction with management and coworkers on their performance as medical tourism facilitators. The proposed hypotheses were tested with structural equation modeling based on data collected from major hospitals in South Korea. Results supported assumptions that satisfaction with management is positively correlated with customer orientation and job satisfaction of medical tourism facilitators, as well as with the assumption that satisfaction with coworkers has a direct impact on customer orientation. This study has practical implications as organizations develop effective internal marketing (i.e., communication) strategies to improve the performance of medical tourism facilitators.
    Matched MeSH terms: Factor Analysis, Statistical
  11. Mohd Amiruddin Mohd Kassim, Friska Ayu, Assis Kamu, Pang,Nicholas Tze Ping, Ho,Chong Mun, Hafid Algristian, et al.
    Borneo Epidemiology Journal, 2020;1(2):124-135.
    MyJurnal
    Background and Objective: The Fear of COVID-19 Scale (FCV-19S) is a seven-item uni-dimensional scale assessing the severity of COVID-19 concerns. A translation and validation of the FCV-19S in Bahasa Indonesia language was expedited in view of the worrying trends of COVID-19 in Indonesia as well as its psychological squeal.
    Methods:Formal WHO forward and backward translation sequences were applied in translating the English FCV-19S into Bahasa Indonesia. Indonesian university participants were recruited viaconvenience sampling online using snowball methods. The reliability and validity of the Indonesian FCV-19S was psychometrically evaluated by applying confirmatory factor analysis and Rasch analysis in relation to sociodemographic variables and response to the depression, anxiety, and stress components of the Indonesian version of DASS-21. The sample consisted of 434 Indonesian participants.
    Results:The Cronbach α value for the Indonesia FCV-19-I was 0.819 indicated very good internal reliability. The results of the confirmatory factor analysis showed that the uni-dimensional factor structure of the FCV19S fitted well with the data. The FCV-19-I was significantly correlated with anxiety (r=0.705, p
    Matched MeSH terms: Factor Analysis, Statistical
  12. Mohd Zarawi Mat Nor, Najib Majdi Yaacob
    MyJurnal
    Introduction: The USM Pre-clinical medical students’ guidance and counselling needs questionnaire (USM-MS- GCN-Q) is an English-language guidance and counselling needs questionnaire which was developed specifically for pre-clinical medical students. The aim of this study is to highlight the construct validity of USM-MSGCN-Q among pre-clinical medical students. Methods: In June 2017, a cross-sectional study on 208 pre-clinical medical students was conducted in Universiti Sains Malaysia (USM). This self-administered USM-MSGNC-Q consisted of four constructs and 20 items with a 5-point Likert scale within each item. A confirmatory factor analysis was em- ployed to test the hypothesized measurement model. Results: The final measurement model fitted the data well. The four-factor model initially consisted of 20 items however, it was reduced to 18 items with the goodness of fit indices suggesting good model fit (RMSEA 0.89, GFI .915 and ChiSq/df 2.642). Internal consistency reliability (Cronbach’s alpha) was 0.879 for self-leadership skills, 0.929 for communication skills, 0.871 for learning skills, and 0.870 for psychological coping skills. The overall Cronbach’s value was 0.922. Respective composite reliability values were 0.879,0.952,0.879 and 0.835 while the Average Variance Extracted values were 0.729, 0.911, 0.595 and 0.630. Conclusion: This study has confirmed that self-leadership, communication, learning and psychological coping skills were the components of guidance and counselling needs which influences the effectiveness of guidance and coun- selling sessions with pre-clinical medical students.
    Matched MeSH terms: Factor Analysis, Statistical
  13. Michal Christina Steven, Jeffery Stephen
    MyJurnal
    Introduction: Pertussis is known to cause infection and reinfection to everyone irrespective of ages and countries. Therefore, adults do require vaccination for protection against pertussis infection especially the HCW. However, the pertussis vaccine coverage is low among HCW due to low-risk perception. Protection Motivation Theory (PMT) is one of the most cited theories to explain risk perception and intention to change. Therefore, we developed a questionnaire based on the subconstructs of the PMT to assess the acceptance of the pertussis vaccine amongst the HCWs in Sabah and Sarawak. The motive of this study is to validate this questionnaire to see its validity and reli- ability. Method: Data was collected using a self-administered questionnaire via an online survey (Monkey Survey). The questionnaire was given to 250 HCW. Items that were identified as a problem were modified to increase reli- ability. Further validation was done among 853 HCWs working in various parts of Sabah and Sarawak. Results: The Cronbach alpha of the overall construct of PMT during the first pilot study was 0.66 and improved to 0.82. Principal components factor analysis using varimax rotations showed that the first four factors explained 28%, 2%, 9% and 5% of the variance respectively. Both the one level and two-level modelling indicated that it’s a good fit model. Conclu- sion: The study instrument that was developed for the study has been tested and proven to be relevant to assess the risk perception of an HCW towards pertussis.
    Matched MeSH terms: Factor Analysis, Statistical
  14. Ali H Abusafia, Zakira Mamat Mohamed, Nur Syahmina Rasudin, Mujahid Bakar, Rohani Ismail
    MyJurnal
    Introduction: Measuring the competence of nurses in spiritual care and their ability to provide spiritual care is im- portant and check the validity and reliability of the instrument is recommended in the literature. Thus, the aim of this study was to validate the translation of the spiritual care competence (SCC) scale to the Malay language version. Methods: Data were collected from staff nurses at the hospital Universiti Sains Malaysia. A total of 270 nurses par- ticipated in the study (female: 92.6%, male: 7.4%), with the mean age of 35 years (SD = 8.4). Spiritual care compe- tence was assessed with the 27-item SCC-M. Standard forward–backward translation was performed to translate the English version of the SCC into the Malay version (SCC-M). All the participants completed the SCC-M. Results: The initial measurement models tested (6-factor models) did not result in a good fit to the data. Subsequent investigation of the confirmatory factor analysis (CFA) results recommended some modifications, including adding correlations between the item residuals within the same latent variable. These modifications resulted in acceptable fit indices for the 6-factor model (RMSEA = .050, CFI = .900, TLI = .885, SRMR = .065). The final measurement models comprised all 27 SCC-M items, which had significant factor loadings of more than .40. The composite reliability was .696-.853 for 6-factors model. These results suggest that the subscales in 6-factor SCC-M model are unique, the factors do not overlap much, and each factor explains different variance than the other factors. Conclusions: The translated version of the SCC-M was valid and reliable for assessing the level of spiritual care competence among hospital nurses in Malaysia.
    Matched MeSH terms: Factor Analysis, Statistical
  15. Swami V, Todd J, Barron D, Wong KY, Zahari HS, Tylka TL
    Body Image, 2021 Sep;38:346-357.
    PMID: 34091281 DOI: 10.1016/j.bodyim.2021.05.009
    The Body Acceptance by Others Scale-2 (BAOS-2) is a 13-item instrument measuring generalised perceptions of body acceptance by others. Here, we first demonstrate that a Bahasa Malaysia (Malay) translation of the BAOS-2 is psychometrically valid in a sample of 1,049 Malaysian adults (Study 1). Using exploratory and confirmatory factor analysis, we extracted a unidimensional model of BAOS-2 scores that retained all 13 items. BAOS-2 scores had adequate internal consistency and indices of validity (convergent, construct, concurrent, and incremental), and were scalar invariant across gender and ethnicity (Malaysian Malays vs. Chinese). Next, we assessed invariance of BAOS-2 scores across samples from Malaysia, the United Kingdom, and the United States (total N = 2,575; Study 2). Multi-group confirmatory factor analysis showed that partial scalar invariance was achieved. Participants in the interdependent cultural context of Malaysia had significantly higher scores - with small effect sizes - than their counterparts in the independent contexts of the United Kingdom and United States. In addition, women had significantly higher scores than men, but the effect size was negligible. The present study indicates that the Malay BAOS-2 is a psychometrically valid instrument and presents the first comparison of BAOS-2 scores across interdependent and independent contexts.
    Matched MeSH terms: Factor Analysis, Statistical
  16. Rozi NRB, Ali WASRW, Draman CRB, Pasi HB
    Indian J Palliat Care, 2021 02 17;27(1):99-103.
    PMID: 34035625 DOI: 10.4103/IJPC.IJPC_221_20
    Introduction: End-of-life care issues for end-stage renal disease (ESRD) patients are still not fully highlighted in trials and clinical practice. Due to the inadequacy, exploring patients' knowledge, perceptions, and preferences is essential to improve the delivery of care. This was performed using questionnaires which have been a widely useful tool in medical researches. Up to date, there was no published, validated questionnaire developed in Malaysia for such purposes yet.

    Objective: This study aimed to develop and validate the questionnaire on end-of-life care knowledge, perceptions, and preferences among hemodialysis (HD) patients.

    Subject and Methods: A cross-sectional study was conducted among 92 HD patients from 14 centers. It involved four phases including (i) developing the questionnaire and pretesting, (ii) improving and editing and redistribution to respondents for the pilot study, (iii) factor analysis (FA), and (iv) internal consistency reliability testing.

    Results: The result of FA with varimax rotation performed identified three domains for the 41 items, with 10-20 items in each domain. All the 41 analyzed items had a good factor loading of more than 0.4 with the lowest value of 0.421 and were nicely fit into three respective domains: knowledge, perceptions, and preferences. Internal consistency reliability analysis Cronbach's α values were between 0.5 and 0.7 for all domains, higher than the level set for this study (0.5).

    Conclusion: The questionnaire was successfully validated and considered a useful tool in describing ESRD patients' end-of-life care knowledge, perceptions, and preferences.

    Matched MeSH terms: Factor Analysis, Statistical
  17. Alsanabani AAM, Yusof ZYM, Wan Hassan WN, Aldhorae K, Alyamani HA
    Children (Basel), 2021 May 25;8(6).
    PMID: 34070552 DOI: 10.3390/children8060448
    (1) Objectives: This paper aimed to cross-culturally adapt the Psychosocial Impact of Dental Aesthetics Questionnaire (PIDAQ) into an Arabic language version (PIDAQ(A)) for measuring the oral health related quality of life related to dental aesthetics among 12-17-year-old Yemeni adolescents. (2) Material and methods: The study comprised three parts, which were linguistic validation and qualitative interview, comprehensibility assessment, and psychometric validations. Psychometric properties were examined for validity (exploratory factor analysis (EFA), partial confirmatory factor analysis (PCFA), construct, criterion, and discriminant validity) and reliability (internal consistency and reproducibility). (3) Results: The PIDAQ(A) contained a new item. EFA extracted three factors (item factor loading 0.375 to 0.918) comprising dental self-confidence, aesthetic concern, and psychosocial impact subscales. PCFA showed good fit statistics (comparative fit index (CFI) = 0.928, root-mean-square error of approximation (RMSEA) = 0.071). In addition, invariance across age groups was tested. Cronbach's α values ranged from 0.90 to 0.93 (intraclass correlations = 0.89-0.96). A criterion validity test showed that the PIDAQ(A) had a significant association with oral impacts on daily performance scores. A construct validity test showed significant associations between PIDAQ(A) subscales and self-perceived dental appearance and self-perceived need for orthodontic braces (p < 0.05). Discriminant validity presented significant differences in the mean PIDAQ(A) scores between subjects having severe malocclusion and those with slight malocclusion. No floor or ceiling effects were detected.
    Matched MeSH terms: Factor Analysis, Statistical
  18. Pavitira Manogaran, Rajendran Muthuveloo
    MyJurnal
    Purpose:The aim of this study was to investigate the relationship between workplace mindfulness, cognition, emotion, behaviour and psychology on job performance. In addition, age was tested as the moderating factor on the relationship between workplace mindfulness, cognition, emotion, behaviour and psychology on job performance. Method: The research was conducted on nurses working in Malaysian government hospitals among 127 respondents were chosen. Data was collected from the respondents using a structured questionnaire. The data were analysed with factor analysis, reliability test and multiple regression analysis. Results: Results indicated that only workplace mindfulness, cognition and behaviour had a positive significant influence on job performance. Age moderated the relationship between the cognition, behaviour and psychology positively and significantly on job performance. Contribution: The Malaysian government hospital management is suggested to focus on these three factors in order to overcome job performance issue among nurses.
    Matched MeSH terms: Factor Analysis, Statistical
  19. Fatema K, Wan Maznah WO, Isa MM
    Trop Life Sci Res, 2014 Dec;25(2):1-19.
    PMID: 27073596 MyJurnal
    In this study, factor analysis (FA) was applied to extract the hidden factors responsible for water quality variations during both wet and dry seasons. Water samples were collected from six sampling stations (St. 1 Lalang River, St. 2 Semeling River, St. 3 Jagung River, St. 4 Teluk Wang River, St. 5 Gelam River and St. 6 Derhaka River) in the Merbok estuary, Malaysia from January to December 2011; the samples were further analysed in the laboratory. Correlation analysis of the data sets showed strong correlations between the parameters. Nutrients such as nitrate (NO3 (-)), nitrite (NO2 (-)), ammonia (NH3) and phosphate (PO4 (3-)) were determined to be critical indicators of water quality throughout the year. Influential water quality parameters during the wet season were conductivity, salinity, biochemical oxygen demand (BOD), dissolved oxygen (DO) and chlorophyll a (Chla), whereas total suspended solid (TSS) and pH were critical water quality indicators during the dry season. The Kruskal-Wallis H test showed that water quality parameters were significantly different among the sampling months and stations (p<0.05), and Mann-Whitney U tests further revealed that the significantly different parameters were temperature, pH, DO, TSS, NO2 (-) and BOD (p<0.01), whereas salinity, conductivity, NO3 (-), PO4 (3-), NH3 and Chla were not significantly different (p>0.05). Water quality parameters in the estuary varied on both temporal and spatial scales and these results may serve as baseline information for estuary management, specifically for the Merbok estuary.
    Matched MeSH terms: Factor Analysis, Statistical
  20. Guad RM, Mangantig E, Low WY, Taylor-Robinson AW, Azzani M, Sekaran SD, et al.
    BMC Infect Dis, 2021 Aug 31;21(1):893.
    PMID: 34465288 DOI: 10.1186/s12879-021-06606-6
    BACKGROUND: Several studies have reported a significant association of knowledge, attitude and preventive practice (KAP) regarding dengue infection among community's resident in endemic areas. In this study we aimed to assess and develop a reliable and valid KAP survey on the subject of dengue that is suitable for the resident population of Sabah, Malaysia.

    METHODS: A community-based cross-sectional study was conducted from October 2019 to February 2020 involving 468 respondents. Information on the socio-demographic characteristics of the participants (six items), their KAP (44, 15 and 18 items on knowledge, attitude and practice, respectively) and treatment-seeking behaviour (five items) towards dengue was collected using a structured questionnaire. Data analysis was performed using SPSS and R software in the R Studio environment. The knowledge section was analysed by two-parameter logistic item response theory (2-PL IRT) using ltm package. The construct validity and reliability of items for sections on attitude, practice and treatment-seeking behaviour were analysed using psy package.

    RESULTS: For the knowledge section, only 70.5% (31/44) of items were within or close to the parameter acceptable range of -3 to + 3 of difficulty. In terms of discrimination, 65.9% (29/44) of items were within or close to the acceptable range of 0.35 to 2.5, and 24 items (54.5%) failed to fit the 2-PL IRT model (P  0.7, while based on the communalities, 11 items in the attitude section were excluded due to very low h2, factor loading values and low correlation with the total (factor analysis because the KMO value was > 0.7. The communalities of the practice section showed that seven items had low h2 values (

    Matched MeSH terms: Factor Analysis, Statistical
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