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1.
Malaysian Journal of Medicine and Health Sciences ; : 151-158, 2023.
Article in English | WPRIM | ID: wpr-996730

ABSTRACT

@#Introduction: Cord blood (CB) is rich in hematopoietic stem cells. There has been significant growth in cord blood banks (CBBs) throughout the world. In Malaysia, the CB units cryopreserved in public CBB is below its optimal level. Lack of knowledge about CB banking among mothers in other countries influenced their decision to donate CB, however, there is no local data to support this in Malaysia. Moreover, no validated and reliable tool is available for measuring local women’s knowledge about CB banking. In this study, a questionnaire to assess pregnant women’s knowledge about CB banking was developed and validated. Method: Several steps were taken to develop the knowledge items in the questionnaire which includes comprehensive literature review, content validity by a panel of experts, and face validity by a group of pregnant women. The questionnaire was developed in Malay language and contained 18 items. After modifications, the self-administered questionnaire was distributed to 121 pregnant women to assess its psychometric properties using two-parameter logistic item response theory analysis and internal consistency reliability analysis. Results: The majority of the knowledge items showed acceptable difficulty and discriminatory values. The Cronbach’s alpha and ICC values were 0.831 and 0.887, respectively, indicating good reliability. All 18 knowledge items were retained for the final version of the questionnaire. Conclusion: The newly developed questionnaire demonstrated acceptable psychometric properties and can be used as a reliable tool to assess knowledge about CB banking among pregnant women in the local population.

2.
Healthcare Informatics Research ; : 200-213, 2021.
Article in English | WPRIM | ID: wpr-890824

ABSTRACT

Objectives@#The main aim of this study was to use text mining on social media to analyze information and gain insight into the health-related concerns of thalassemia patients, thalassemia carriers, and their caregivers. @*Methods@#Posts from two Facebook groups whose members consisted of thalassemia patients, thalassemia carriers, and caregivers in Malaysia were extracted using the Data Miner tool. In this study, a new framework known as Malay-English social media text pre-processing was proposed for performing the steps of pre-processing the noisy mixed language (Malay-English language) of social media posts. Topic modeling was used to identify hidden topics within posts shared among members. Three different topic models—latent Dirichlet allocation (LDA) in GenSim, LDA in MALLET, and latent semantic analysis—were applied to the dataset with and without stemming using Python. @*Results@#LDA in MALLET without stemming was found to be the best topic model for this dataset. Eight topics were identified within the posts shared by members. Of those eight topics, four were newly discovered by this study, and four others corresponded to the findings of previous studies that used an interview approach. @*Conclusions@#Topic 2 (the challenges faced by thalassemia patients) was found to be the topic with the highest attention and engagement. Healthcare practitioners and other concerned parties should make an effort to build a stronger support system related to this issue for those affected by thalassemia.

3.
Healthcare Informatics Research ; : 200-213, 2021.
Article in English | WPRIM | ID: wpr-898528

ABSTRACT

Objectives@#The main aim of this study was to use text mining on social media to analyze information and gain insight into the health-related concerns of thalassemia patients, thalassemia carriers, and their caregivers. @*Methods@#Posts from two Facebook groups whose members consisted of thalassemia patients, thalassemia carriers, and caregivers in Malaysia were extracted using the Data Miner tool. In this study, a new framework known as Malay-English social media text pre-processing was proposed for performing the steps of pre-processing the noisy mixed language (Malay-English language) of social media posts. Topic modeling was used to identify hidden topics within posts shared among members. Three different topic models—latent Dirichlet allocation (LDA) in GenSim, LDA in MALLET, and latent semantic analysis—were applied to the dataset with and without stemming using Python. @*Results@#LDA in MALLET without stemming was found to be the best topic model for this dataset. Eight topics were identified within the posts shared by members. Of those eight topics, four were newly discovered by this study, and four others corresponded to the findings of previous studies that used an interview approach. @*Conclusions@#Topic 2 (the challenges faced by thalassemia patients) was found to be the topic with the highest attention and engagement. Healthcare practitioners and other concerned parties should make an effort to build a stronger support system related to this issue for those affected by thalassemia.

4.
Malaysian Journal of Medicine and Health Sciences ; : 216-223, 2021.
Article in English | WPRIM | ID: wpr-979013

ABSTRACT

@#Introduction: Good knowledge and perception regarding iron supplementation are crucial to ensure adherence to iron therapy. This study aims to develop and validate a questionnaire on the knowledge and perception among pregnant women about oral iron consumption. Method: A self-administrated questionnaire was developed in Malay language through extensive literature search and a face and content validation process. The questionnaire validation involved two parts; Validation Study 1 included item response theory (IRT) and exploratory factor analysis (EFA) for the knowledge and perception items, respectively. Validation Study 2 comprised a repeat IRT analysis for the knowledge items and confirmatory factor analysis (CFA) for the perception items. Results: For the knowledge section, the initial 22 items in Validation Study 1 were reduced to 19 items after the repeat IRT analysis. The remaining 19 items had difficulty and discrimination parameters close to or within the acceptable values. For the perception section, the original 16 items were reduced to 14 in the EFA as two items had a factor loading ≤0.3. The CFA model showed poor fit of items (chi-square p-value <0.05; CFIrobust=0.73; TLIrobust=0.68; RMSEArobust=0.20; and SRMR=0.12). The Cronbach’s alpha for both sections were >0.7, and the intra-class correlation coefficient value in the knowledge and perception sections were 0.74 and 0.87, respectively. Conclusion: The results illustrate good psychometric properties for the knowledge items. However, further confirmatory validation is needed for the perception items. This questionnaire can be a valid and reliable assessment tool for assessing the knowledge of pregnant women regarding oral iron consumption.

5.
Malaysian Journal of Medicine and Health Sciences ; : 9-14, 2020.
Article in English | WPRIM | ID: wpr-830091

ABSTRACT

@#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 questionnaire 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-administrated 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; perception 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.

6.
Malaysian Journal of Medicine and Health Sciences ; : 130-135, 2019.
Article in English | WPRIM | ID: wpr-821935

ABSTRACT

@#Introduction: Transfusion Medicine is an evolving filed which integrates multidisciplinary science in providing safe blood and blood products for patients. With an increasing demand for Transfusion Medicine training in Malaysia, a formal survey is needed to evaluate the postgraduate Transfusion Medicine programme offered by Advanced Medical and Dental Institute, Universiti Sains Malaysia to identify areas of deficiency based on the alumni experiences. Methods: An English language survey form was developed specifically to assess the programme contents (overall contents, learning experience in each year, and support in research), the alumni perception on soft-skills gained during the study, and the outcome of the programme. The survey forms were distributed to all alumni between March 2018 and October 2018 via e-mail or hand-delivered. Results: The survey response rate was 79% (37 of 47). A majority (97%) of the transfusion medicine specialists (TMS) in this study reported that the course offered in the program was relevant to their current job. The learning experience which includes course content, student’s placement, facilities, and support in research) were rated between satisfactory and good. Communicating effectively through speaking was the highest reported soft-skill gained during the programme, whereas communicating effectively in writing was the lowest soft-skill gained. On the programme outcome, all TMS agreed that this programme will produce qualified and well trained specialists for current working market. Conclusion: Some improvement in the programme contents and teaching activities are needed to equip the future TMS for the nation.

7.
Malaysian Journal of Medicine and Health Sciences ; : 102-108, 2019.
Article in English | WPRIM | ID: wpr-821140

ABSTRACT

@# Thalassemia prevalence in Malaysia is highest in Sabah. This study was conducted to characterize the demographic and socioeconomic profile of transfusion-dependent β-thalassemia major patients in Sabah, to explore their parents’ background, and to identify factors associated with having more than one thalassemia major children in the family. Methods: This was a cross-sectional study conducted in Hospital Wanita dan Kanak-Kanak Sabah and Hospital Kota Belud Sabah between February 2018 and Jun 2019. A total of 108 patients attending Thalassemia Treatment Clinic at both centers were selected randomly for interview. Results: β-thalassemia major patients in this study were majority from the indigenous ethnic groups (Kadazan, Dusun, Murut, Rungus, Sungai). Parents of the thalassemia patients mostly had low education level and socioeconomic status. Thirty-seven percent of parents have more than one children with thalassemia major and a high proportion (41.7%) have intermarriages. Parents with a higher number of children in the family are associated with having more than one thalassemia major children (OR: 2.1, 95% CI: 1.5, 2.9, P-value = 1.3 x 10-5). Conclusions: A considerably high proportion of parents have more than one children with thalassemia major in this study. Knowledge and counselling are important to parents with low educational level and socioeconomic status to ensure their understanding of thalassemia risk and prevention

8.
Malaysian Journal of Medicine and Health Sciences ; : 96-101, 2019.
Article in English | WPRIM | ID: wpr-821139

ABSTRACT

@# Breast cancer is globally known to be the commonest cause of cancer-related deaths among women. Screening tools which include breast-self examination (BSE), clinical breast examination and mammography are well-recognised to aid the detection of breast cancer among high risk women. Thus, our study was aimed to evaluate breast cancer and BSE awareness and practice, and to perform mammography screening among women who attended community breast cancer awareness and screening programme. Methods: Data was collected cross-sectionally from 2,021 women during community services from September 2013 until December 2015. Results: Majority of the women had previously attended health education on breast cancer (56.3%) and had been taught BSE techniques (61.4%), but only 38.6% performed BSE monthly. Factors associated with regular BSE practice were older age, higher education level, being married, higher monthly income, had attended health education on breast cancer, and had been taught BSE techniques. A subset of 130 high-risk women had underwent mammography screening and majority had heterogenously dense and normal mammogram findings. Conclusion: These findings suggested that regular breast cancer awareness campaigns is needed to strengthen breast cancer knowledge and to emphasise BSE techniques. Such campaigns should target younger women and those with low socioeconomic status.

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