Displaying publications 1 - 20 of 150 in total

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  1. Shafie AA
    MyJurnal
    This study aimed to assess the adequacy of EQ-5D-5L in defining health as perceived by Malaysians
    using a mixed methodology approach. Potential additional dimensions (i.e. bolt-on items) to supplement
    the current instrument were also explored. This study was carried out in two phases. In phase one, focus
    group discussions (N = 6-8 in each group) were employed to gauge the perception of Malaysians on the
    dimensions deemed important additions to the EQ-5D-5L instrument. Phase two involved further
    validation of bolt-ons to the EQ-5D-5L using a cross-sectional survey of 100 general public in Penang,
    Malaysia. A total of 11 bolt-ons were identified from phase 1. These bolt-ons were sleep, vitality,
    happiness, close relationships, stress, mental abilities, social support, religion, vision, hearing, and
    speaking. In phase 2, the bolt-ons of ‘vitality’ and ‘stress’ stood out with 70% (n=70) and 64% (n=64)
    participants reported facing most problems with, respectively. Both phases of study suggest that
    additional dimensions for the existing EQ-5D-5L instrument may be useful to better capture the HRQoL
    among Malaysians. Larger scale study is warranted to further validate the bolt-ons identified in this
    study.
  2. Yong YV, Shafie AA
    Value Health, 2014 Nov;17(7):A568.
    PMID: 27201892 DOI: 10.1016/j.jval.2014.08.1892
    Objectives: To assess the feasibility of a computer-based Standard Gamble (SG) visual prop whilst measuring utilities of different asthma health states at the same time.
    Methods: Twenty adult asthma patients literate in either Malay or English language were conveniently sampled from a public hospital in Penang, Malaysia. They were interviewed by two trained interviewers using a bilingual script. Each patient was requested to value the given health states using Visual Analogue Scale (VAS) prior to SG exercise. There were three chronic health states (C1-C3) for 10 years, three temporary states (T1-T3) for 3 months, and two anchor states (healthy and dead). During the SG exercise, the visual prop was fully operated by the interviewers. The probability of being in a worse state was changed in a ‘ping-pong’ fashion until the indifference point was reached.
    Results: All patients understood the SG exercise and rated SG easier than VAS. Around 85% (n=17) completed SG within 30 minutes. There was 90% (n=18) who ranked T3 as the worst temporary health state during VAS. Two patients provided logical inconsistency data in SG. The preferences by SG were higher than VAS. Preferences were also higher in temporary states measured by chained SG than other states by conventional SG. The mean utilities for C1=0.56 (SD 0.38), C2=0.47 (SD 0.33), C3=0.53 (SD 0.38), T1=0.65 (SD 0.31), T2=0.53 (SD 0.35), and T3=0.38 (SD 0.38).
    Conclusions: The SG methods including the props are feasible for utilities measurement in asthma, based on the agreements achieved with other studies on the pattern of utilities measured in this preliminary study.
  3. Shafie AA, Hassali MA
    Soc Sci Med, 2013 Nov;96:272-6.
    PMID: 23528670 DOI: 10.1016/j.socscimed.2013.02.045
    Health care in Malaysia is funded primarily through taxation and is no longer sustainable. One funding option is voluntary community-based health insurance (VCHI), which provides insurance coverage for those who are unable to benefit immediately from either a social or private health insurance plan. This study is performed to assess the willingness of Malaysians to participate in a VCHI plan. A cross-sectional study was performed in the state of Penang between August and mid-September 2009 with 472 randomly selected respondents. The respondents were first asked to select their preferred health financing plan from three plans (out-of-pocket payment, compulsory social health insurance and VCHI). The extent of the household's willingness to pay for the described VCHI plan was later assessed using the contingent valuation method in an ex-ante bidding game approach until the maximum amount they would be willing to pay to obtain such a service was agreed upon. Fifty-four per cent of the participants were female, with a mean age of 34 years (SD = 11.9), the majority of whom had a monthly income of Int$1157-2312. The results indicated that more than 63.1% of the respondents were willing to join and contribute an average of Int$114.38 per month per household towards VCHI. This amount was influenced by ethnicity, educational level, household monthly income, the presence of chronic disease and the presence of private insurance coverage (p 
  4. Shafie AA, Hassali MA
    Pharm Pract (Granada), 2010 Apr;8(2):116-21.
    PMID: 25132879
    The aim of this pilot study was to assess the value of the dispensing service of pharmacists from the general public's perspective using the contingent valuation technique in the State of Penang, Malaysia.
  5. Yong YV, Shafie AA
    Value Health, 2015 Nov;18(7):A501.
    PMID: 26532812 DOI: 10.1016/j.jval.2015.09.1419
    Objectives: To evaluate the long-term cost-effectiveness of RMTAC (an adjunct
    pharmaceutical asthma management) vs. usual physician care clinic by using decision analytic modelling method. Methods: A dynamic adherence asthma Markov
    cohort model was developed. The economic evaluation was based on a lifetime
    horizon and cycle length of one month, from the healthcare provider‘s (Ministry
    of Health) perspective, with the outcomes assessed in cost per QALY gained and
    cost per hospitalization averted. Probabilities of asthma control-adherence states
    from RMTAC database, costs from national sources, utilities using standard gamble method on Malaysia’s asthma patients, and other inputs from secondary data
    sources were used to inform the probabilistic model, according to gender and age
    subgroups. A scenario analysis was conducted to test the structural assumption on
    follow-up visits after the final treatment visit. Results: In female subgroup, RMTAC
    management dominates the usual care by having 0.91 (95% CI 0.24 – 1.69) QALY
    gained and 0.58 (95% CI -2.30 – 6.23) hospitalization averted, at a lower cost. For male
    subgroup, the ICERs were RM10 (95% CI -RM14431 – RM8323) per QALY gained and
    RM18 (95% CI -RM35790 – RM30266) per hospitalization averted. At the willingnessto-pay threshold of RM29000 per an additional QALY gained, the RMTAC intervention
    is likely to be cost-effective 99% and 57% of the time (for QALY and hospitalization
    outcome, respectively). The analysis was robust to assumptions of follow-up visits
    frequency and patients’ gender. Conclusions: Implementing RMTAC in Malaysia
    has high probability of being more cost-effective than the usual care management
    for both male and female subgroups across all age groups. Further investigation is
    necessary to ensure that implementing this decision does not exceed the overall
    national healthcare expenditure

    Study site : Universiti Sains Malaysia, Penang, Malaysia
  6. Yong YV, Shafie AA
    J Asthma, 2016 10;53(8):835-42.
    PMID: 27049693 DOI: 10.3109/02770903.2016.1156694
    OBJECTIVES: To develop and test the feasibility and validity of a computer-based utility assessment tool that used standard gamble (SG) method for measuring asthma-specific health utilities.

    METHODS: A computer-based SG (CBSG) tool was developed using Microsoft® PowerPoint 2007 to value asthma-specific health states in Malaysia. Eight hypothetical health states were considered, including two anchor states (healthy and dead), three chronic (C) states and three temporary (T) states (each numbered 1 through 3, with increasing severity) in addition to the subject's current health state. Twenty adult asthma patients completed the CBSG tool in addition to paper-based Asthma Control Test, three health status measures (EQ-5D, EQ-VAS, and Mini Asthma Quality of Life Questionnaire (MiniAQLQ)), and VAS utility assessment tool. Patients and interviewers rated the difficulty of the VAS and CBSG tools. Correlations between current health state values derived from the various measures were determined.

    RESULTS: The SG and the VAS received similar difficulty ratings. 17 patients completed the CBSG tool within 30 minutes. The mean utilities determined by the CBSG tool for the T1-T3 asthma health states met the expected logical order of 1>2>3, but those for the C1-C3 states did not. Correlation between current health state values derived from the CBSG tool and other measurement tools was poor.

    CONCLUSION: The CBSG tool developed for measuring utilities of asthma health states showed acceptable feasibility and overall validity.

  7. Shafie AA, Azman AW
    Public Health, 2015 Sep;129(9):1278-84.
    PMID: 25931434 DOI: 10.1016/j.puhe.2015.03.016
    Food handler's knowledge, attitude and practice regarding food allergies are important to prevent debilitating and sometimes fatal reactions. This study aimed to assess their food allergy knowledge, attitude and practice, which could help to maintain the safety and hygiene of food consumed by the public.
  8. Shafie AA, Ng CH
    Clinicoecon Outcomes Res, 2020;12:333-343.
    PMID: 32606850 DOI: 10.2147/CEOR.S244884
    Objective: To compare the cost-effectiveness of long-acting insulin analogue (LAIA) (insulin Detemir and insulin Glargine) versus NPH insulin in the basal insulin regime for naïve insulin T2DM Malaysian patients.

    Methods: The UKPDS-Outcome Model version 2.0 (UKPDS-OM2) was used to evaluate the cost and consequence of diabetes-related complication. The effectiveness of the insulin was derived from the literature review, and the patients' epidemiology characteristics were retrieved from the Malaysian Diabetes Registry. A discount rate of 3% was applied to both costs and health effects. Another simple mathematical model was used to compare the benefit of reducing the hypoglycemia events between LAIA and NPH insulin. The outputs of the models were combined to obtain the final result. One-way sensitivity analyses were performed to assess the uncertainties.

    Results: The net cost difference (without accounting for hypoglycemia) was RM4868 for insulin Glargine and RM6026 for insulin Detemir. The saving from preventing severe hypoglycemia was RM4377 for insulin Glargine and RM12,753 for insulin Detemir. The total additional QALY gained from insulin Glargine was 0.1317 and from insulin Detemir was 0.8376. The sensitivity analysis shows the discount rate, and drug acquisition cost may affect the incremental cost-effectiveness ratio (ICER) value.

    Conclusion: Both insulin Detemir and Glargine are cost-effective compared to NPH insulin for T2DM patients, especially when the benefit of reducing the hypoglycemia event rate is taken into account.

  9. Shafie AA, Vasan Thakumar A
    Eur J Health Econ, 2020 Dec;21(9):1411-1420.
    PMID: 32892230 DOI: 10.1007/s10198-020-01233-5
    OBJECTIVE: This study aimed to test multiplicative modelling with EQ-5D-3L time-trade-off (TTO) and visual analogue scale (VAS) values.

    METHODS: A multi-stage sampling design was adopted for the study and data collection took place in three phases in 2010, 2011, and 2012 in the Northern region of Malaysia. Face-to-face interviews involved respondents answering both 13 TTO and 15 VAS valuation tasks were carried out. Both additive and multiplicative model specifications were explored using the valuation data. Model performance was evaluated using out-of-sample predictive accuracy by applying the cross-validation technique. The distribution of the model values was also graphically compared on Bland-Altman plots and kernel density distribution curves.

    RESULTS: Data from 630 and 611 respondents were included for analyses using TTO and VAS models, respectively. In terms of main-effects specifications, cross-validation results revealed a slight superiority of multiplicative models over its additive counterpart in modelling TTO values. However, both main-effects models had roughly equal predictive accuracy for VAS models. The non-linear multiplicative model with I32 term, MULT7_TTO, performed best for TTO models; while, the linear additive model with N3 term, ADD11_VAS, outperformed the other VAS models. Multiplicative modelling neither altered the dimensional rankings of importance nor did it change the distribution of values of the health states.

    CONCLUSION: Using EQ-5D-3L valuation data, multiplicative modelling was shown to improve out-of-sample predictive accuracy of TTO models but not of VAS models.

  10. Yong YV, Shafie AA
    PMID: 30377414 DOI: 10.1186/s12962-018-0156-1
    Background: Respiratory Medication Therapy Adherence Clinic (RMTAC) is an initiative by the Ministry of Health (MOH) Malaysia to improve patients' medication adherence, as an adjunct to the usual physician care (UC). This study aimed to evaluate the cost-effectiveness of combined strategy of RMTAC and UC (RMTAC + UC) vs. UC alone in asthma patients, from the MOH Malaysia perspective.
    Methods: A lifetime horizon dynamic adherence Markov model with monthly cycle was developed, for quality-adjusted life year (QALY) gained and hospitalization averted outcomes. Transition probabilities of composite asthma control and medication adherence, utilities, costs, and mortality rates due to all causes were measured from local data sources. Effectiveness, exacerbation rates, and asthma mortality rates were taken from non-local data sources. One-way sensitivity analysis (SA) was conducted for assessing parameter uncertainties, whereas probabilistic SA (PSA) was conducted on a different set of utilities and effectiveness data. Costs were adjusted to 2014 US dollars ($). Both costs and benefits were discounted at a 3% rate annually.
    Results: RMTAC + UC was found to be a dominant alternative compared to UC alone; $- 13,639.40 ($- 109,556.90 to $104,445.54) per QALY gained and $- 428.93 ($- 521.27 to ($- 328.69)) per hospitalization averted. These results were found to be robust against changes in all parameters except utilities in the one-way SA, and for both scenarios in PSA.
    Conclusions: RMTAC + UC is more effective and yet cheaper than UC alone, from the MOH perspective. For the benefit of both MOH and patients, RMTAC is thus recommended to be remained, and expanded to more healthcare settings where possible.
  11. Yong YV, Shafie AA
    Value Health Reg Issues, 2018 May;15:6-11.
    PMID: 29474180 DOI: 10.1016/j.vhri.2017.05.001
    BACKGROUND: Patients with asthma need long-term management to maintain optimal control. In addition to routine maintenance, urgent visits and hospitalizations may be required, as these patients are prone to acute exacerbations. The aim of this study was to estimate the costs of maintenance and acute exacerbation managements in patients with asthma in a suburban public hospital in Malaysia.

    METHODS: An activity-based microcosting approach was applied to estimate the unit cost of events from the hospital's perspective. First, activities and resources that were involved in each cost center were identified and valued against a suitable form of unit. Thereafter, the mean cost of each resource per event was calculated by dividing the product of the quantity of the resource used and the unit cost of the resource by the number of events. The mean cost per event was the sum of the cost of resources for all cost centers involved. The costs were expressed in 2014 US dollars ($) and Malaysian Ringgit (RM).

    RESULTS: Data were collected from 15 maintenance, 20 acute exacerbation, and 50 hospitalization events. The mean (±SD) cost of maintenance management was $48.04 (±10.10); RM154.68 (±32.52). The cost of acute exacerbation management in the Emergency Department was $13.50 (±2.21), RM43.46 (±7.10); and in the medical ward, the cost was $552.13 (±303.41), RM1777.86 (±976.98), per hospitalization event.

    CONCLUSION: The microcosting of management of asthma-related events provides more accurate estimates that could be used in local economic studies. However, its possible limited generalizability to other types of health care settings in Malaysia needs to be kept in mind.

  12. Yong YV, Shafie AA
    Pharm Pract (Granada), 2014 Oct;12(4):493.
    PMID: 25580173
    OBJECTIVES: To evaluate and compare full economic evaluation studies on the cost-effectiveness of enhanced asthma management (either as an adjunct to usual care or alone) vs. usual care alone.

    METHODS: Online databases were searched for published journal articles in English language from year 1990 to 2012, using the search terms '"asthma" AND ("intervene" OR "manage") AND ("pharmacoeconomics" OR "economic evaluation" OR "cost effectiveness" OR "cost benefit" OR "cost utility")'. Hand search was done for local publishing. Only studies with full economic evaluation on enhanced management were included (cost consequences (CC), cost effectiveness (CE), cost benefit (CB), or cost utility (CU) analysis). Data were extracted and assessed for the quality of its economic evaluation design and evidence sources.

    RESULTS: A total of 49 studies were included. There were 3 types of intervention for enhanced asthma management: education, environmental control, and self-management. The most cost-effective enhanced management was a mixture of education and self-management by an integrated team of healthcare and allied healthcare professionals. In general, the studies had a fair quality of economic evaluation with a mean QHES score of 73.7 (SD=9.7), and had good quality of evidence sources.

    CONCLUSION: Despite the overall fair quality of economic evaluations but good quality of evidence sources for all data components, this review showed that the delivered enhanced asthma managements, whether as single or mixed modes, were overall effective and cost-reducing. Whilst the availability and accessibility are an equally important factor to consider, the sustainability of the cost-effective management has to be further investigated using a longer time horizon especially for chronic diseases such as asthma.

  13. Yeo HY, Shafie AA
    PMID: 30479577 DOI: 10.1186/s12962-018-0163-2
    Background: Malaysia has been experiencing an escalation in dengue cases since the past 5 years. As the dengue vaccine pipeline continues to develop steadily with strong public interests, this study had been sought to elicit the acceptance and the willingness to pay (WTP) for hypothetical dengue vaccine in Malaysia.

    Methods: This study adopted the cross-sectional, contingent valuation study that involved 400 respondents in Penang, Malaysia. The double-bounded dichotomous choice via bidding game approach was employed to elicit the WTP value for two hypothetical 3-doses dengue vaccines (Vaccines A and B with 5- and 10-years' protection, respectively against dengue). A univariate logistic regression model was employed to assess the key determinants of vaccine acceptance, while the mean WTP value and its associated factors were measured by using the parametric two-part model (TPM).

    Results: Dengue vaccine appeared to be highly acceptable (88.4%) among the population in Penang, Malaysia. Respondents who were of Chinese ethnicity (OR 0.36, p = 0.017), with higher dengue knowledge score (OR 1.43, p = 0.016), and higher vaccination attitude score (OR 1.91, p 

  14. Thanimalai S, Shafie AA, Ahmad HM, Sinnadurai J
    Value Health, 2014 Nov;17(7):A487.
    PMID: 27201439 DOI: 10.1016/j.jval.2014.08.1428
    Objectives: Systematic anticoagulation management clinic is now recommended to manage warfarinized atrial fibrillation (AF) patient. In Malaysia, the service is recently introduced as pharmacist managed Warfarin Medication Therapy Adherence Clinic (WMTAC). The objective of the present study was to assess the cost effectiveness of anticoagulation clinic in comparison with usual medical in Kuala Lumpur Hospital.
    Methods: A Markov model built using the provider perspective and 20 year time horizon was used to assess the cost effectiveness. The base case analysis assumed a cohort of patients with AF 57 years of age with comorbid illnesses. Data sources include a 6 month retrospective cohort analysis of the effectiveness of the clinics, the cost of drugs, cost of personnel and space of the clinics, cost of monitoring and cost of adverse events were obtained from the local source and publications. The transition probabilities of these clinics outcomes were obtained from a literature search. Future costs were discounted by 3% to convert to present values. All costs were in Ringgit Malaysia (RM) based on year 2012.
    Results: The results of a 20-year period model showed that UMC was dominated by the WMTAC in the same time period. The mean cost of the WMTAC was RM 5864 whereas the UMC cost was RM 6550. The sensitivity analysis showed that clinic treatment costs and effectiveness influenced the cost-effectiveness. If the cost of WMTAC was increased by 50% of the current cost, the WMTAC would not be a dominant intervention. WMTAC was also cost effective for a willingness to pay of RM32000.
    Conclusions: The anticoagulation management service appears to cost less and provide greater effectiveness than usual care. In conclusion, the Markov model suggests that from the provider perspective the anticoagulation clinic is a more cost effective option than the usual medical clinic in Kuala Lumpur Hospital.
    Study site: Medication Therapy Adherence Clinic, Hospital Kuala Lumpur, Malaysia
  15. Malik M, Hassali MA, Shafie AA, Hussain A
    East Mediterr Health J, 2014 Apr;20(4):221-8.
    PMID: 24952118
    Despite the availability of standard treatment guidelines for malaria in Pakistan adherence to protocols by prescribers is poor. This descriptive, cross-sectional study aimed to explore the perceptions and knowledge of prescribers in Islamabad and Rawalpindi cities towards adherence to standard treatment guidelines for malaria. A questionnaire was distributed to a random sample of 360 prescribers; 64.7% were satisfied with the available antimalarial drugs and 41.3% agreed that antimalarial drugs should only be prescribed after diagnostic testing. Only half the prescribers had the guidelines available in their health facility. Almost all the prescribers (97.7%) agreed that there was a need for more educational programmes about the guidelines. Most prescribers were unaware of the correct standard treatment regimen for Plasmodium falciparum and P. vivax malaria. There were no differences in knowledge between males and females, but prescribers having more experience, practising as general practitioners and working in private health-care facilities possessed significantly better knowledge than their counterparts.
  16. Lee ML, Hassali MA, Shafie AA
    Res Social Adm Pharm, 2013 Jul-Aug;9(4):405-18.
    PMID: 22835711 DOI: 10.1016/j.sapharm.2012.05.010
    BACKGROUND: Treatment default among the smokers hinders the effectiveness of the delivery of cessation services. While many studies have predicted the defaulters' characteristics, the reasons why these smokers dropped out and continued smoking are seldom explored.
    OBJECTIVES: This study examined the barriers encountered by such smokers and their respective health care providers (HCPs) in relation to the discontinuation of cessation treatment.
    METHODS: From May 2010 to March 2011, 15 current adult smokers and 9 HCPs from 2 Quit Smoking Clinics (QSCs) in the Melaka Tengah District, Malacca, Malaysia were interviewed on smoking, cessation, and the QSC. Interviews were audio recorded and transcribed verbatim. The transcripts were subsequently translated into English and analyzed using thematic analysis.
    RESULTS: The barriers encountered were categorized as Individual- and Clinic-level. Both smokers and HCPs acknowledged that the smokers' low intrinsic motivation was the individual-level barrier. The clinic-level barriers were the mismatched perceptions of smokers and HCPs regarding the HCPs' roles, skills, and attitudes, as well as the availability and efficacy of smoking cessation aids (SCAs). While the smokers viewed the program as not helpful, the HCPs cited the lack of organizational support as their main barrier.
    CONCLUSIONS: The reasons for treatment default centered on the overall dissatisfaction with the treatment (due to the program, HCP, and SCA factors) combined with the smokers' low intrinsic motivation. Optimizing the interplay of the extrinsic motivational cues, such as the HCP and SCA factors, would complement the smoker's low intrinsic motivation and thus encourage treatment retention. However, it is necessary to strike a balance between the individual smoker's needs and the availability of organizational support.
    KEYWORDS: Qualitative; Smoking cessation; Treatment discontinuation
    Study site: Quite smoking clinics, Klinik Kesihatan Ayer Keroh, Hospital Melaka, Melaka, Malaysia
  17. Saleem F, Hassali MA, Shafie AA
    Health Expect, 2014 Jun;17(3):388-95.
    PMID: 22390260 DOI: 10.1111/j.1369-7625.2012.00765.x
    OBJECTIVE: To describe the health-related quality of life (HRQoL) profile of hypertensive population in Pakistan.
    METHODS: A cross-sectional descriptive study was undertaken with a cohort of 385 hypertensive patients attending two public hospitals in Quetta city, Pakistan. The EuroQoL EQ-5D scale was used for the assessment of HRQoL. EQ-5D is a standardized instrument for use as a measure of health outcome and is used in the clinical and economic evaluation of health care as well as population health surveys. The HRQoL was scored using values derived from the UK general population survey. P ≤ 0.05 was taken as significant.
    RESULTS: Two hundred and sixty-five (68.85%) respondents were men with 3.01 ± 0.939 years of history of hypertension. Majority (n = 186, 48.3%) were categorized in age group of 28-37 years with mean age of 39.02 ± 6.596. Education, income and locality had significant relation with HRQoL score. HRQoL was measured poor in our study patients (0.4674 ± 0.2844).
    CONCLUSION: Hypertension has an adverse effect on patients' well-being and HRQoL. Results from this study could be useful in clinical practice, particularly in early treatment of hypertension, at point where improving HRQoL is still possible.
    KEYWORDS: educational level; health-related quality of life; hypertension
  18. Shafie AA, Hassali MA, Liau SY
    Qual Life Res, 2011 May;20(4):593-600.
    PMID: 21046257 DOI: 10.1007/s11136-010-9774-6
    PURPOSE: The objective of this study was to assess the construct validity of the EQ-5D instrument among the Malaysian population.

    METHODS: This was a cross-sectional study conducted among Malaysian adults in three northern states of Malaysia. A pre-developed questionnaire consisting of both the EQ-5D and SF-12 items was used for data collection. Concurrent, convergent, and known group validity of EQ-5D were assessed against SF-12 and several known relationships with participants' demographic and illness characteristics.

    RESULTS: A total of 596 Malaysians participated in the study. The mean EQ-5D score was 0.93 (SD = 0.13), while the mean physical component score (PCS-12) and mental component score (MCS-12) scores were 48.9 (SD = 7.4) and 49.1 (SD = 8.0), respectively. Participants with a current medical problem had lower PCS-12 and MCS-12 scores and reported more problems with all of the EQ-5D dimensions; they also had lower EQ-5D and EQ-VAS scores (P < 0.05). Convergent validity was supported by a moderately positive correlation between EQ-5D and EQ-VAS with MCS-12 and PCS-12 scores; moreover, the stronger effect sizes between PCS-12 and the physical dimensions of EQ-5D as well as between MCS-12 with anxiety/depression scores further supported the convergent validity of EQ-5D. Responses to the EQ-5D dimensions only supported two of the four known group validity hypotheses of higher quality of life among individuals who are better educated and no medical problem. No association was found between income and gender with EQ-5D score.

    CONCLUSION: This study has demonstrated acceptable construct validity of the EQ-5D among the Malaysian population.

  19. Hassali MA, Khan TM, Shafie AA
    Inform Prim Care, 2010;18(3):213-6.
    PMID: 21396245
    This study aimed to identify the types of drug information resources used by community pharmacists in daily practice in Penang, Malaysia.
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