Displaying publications 21 - 40 of 285 in total

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  1. Shukrimi A, Ariff MS, Zamzuri Z, Mai Ashikin NT
    Med J Malaysia, 2015 Feb;70(1):48-51.
    PMID: 26032532 MyJurnal
    Osteomyelitis in children has various clinical manifestations causing diagnostic and therapeutic difficulties. Inappropriate treatment of acute osteomyelitis may lead to chronic, serious and complicated condition. Chronic osteomyelitis continues to be a major cause of morbidity and disability in children living in developing countries. We present three cases of tibial osteomyelitis that have different presentations and sequalae. Our intention is to alert our colleagues, particularly primary physicians, regarding the variety of presentation and the important of early diagnosis and treatment to reduce the risk of morbidity following osteomyelitis.
    Matched MeSH terms: Intention
  2. Mok WKH, Poh BK, Wee LH, Devanthini DG, Ruzita AT
    Med J Malaysia, 2018 04;73(2):100-105.
    PMID: 29703873
    INTRODUCTION: Obesity and physical inactivity among school children are among the most challenging health problems in Malaysia. The present study aimed to evaluate the sustained impact of Juara Sihat programme on physical activity level and anthropometric status at 18-month post-intervention.

    METHOD: Participants of Juara Sihat (n=55) were followed-up at 18 months after completion of the intervention. Juara Sihat intervention was implemented over 12 weeks and focused on four key components: (i) five one-hour nutrition education classes, (ii) four one-hour physical activity education sessions, (iii) family involvement, and (iv) empowerment of Parents and Teachers Association. Anthropometric variables (body mass index, body fat percentage and waist circumference) were measured and physical activity level was evaluated by using Physical Activity Questionnaire for Children (PAQ-C) at baseline (P0), immediately upon completion of intervention (P1), at three-month post-intervention (P2), and at 18-month postintervention (P3). Analyses of repeated measures analysis of covariance (ANCOVA) with intention-to-treat principle were applied.

    RESULTS: Sustained effects were found in BMI-for-age z-score which showed a reduction (P0 2.41±0.84 vs P3 2.27±0.81) and physical activity level which showed positive improvements (P0 2.46±0.62 vs P3 2.87±0.76) at 18 months after intervention was completed. Body fat and waist circumference had increased over the same time period.

    CONCLUSION: Overall, this study successfully demonstrated sustained intervention effects of Juara Sihat intervention on BMI-for-age z-score and physical activity, but not on body fat percentage and waist circumference.

    Matched MeSH terms: Intention to Treat Analysis
  3. Nazirah J, Noraini M, Norkhafizah S, Tengku Alina TI, Zaharah S
    Med J Malaysia, 2020 05;75(3):274-280.
    PMID: 32467544
    INTRODUCTION: The intention of a woman to breastfeed is one of the predictors of breastfeeding initiation and duration.

    OBJECTIVE: The aim of this study is to determine exclusive breastfeeding (EBF) intention among women admitted for elective cesarean delivery in Kelantan and their postnatal EBF practices.

    METHODS: A total of 171 women, mostly Malays, admitted for elective cesarean delivery at two tertiary hospitals in Kelantan participated in this prospective cohort study. The Malay version of Infant Feeding Intentions (IFI) scale was administered one day before the surgery to determine the EBF intention, and follow-up phone calls were made at one month, three months, and six months after delivery to determine the actual EBF practices.

    RESULTS: Before delivery, 86.5%, 82.5% and 77.2% of the women somewhat agreed or very much agreed to practice EBF for 1, 3 and 6 months respectively and the actual EBF practices after delivery were 80.1%, 59.6%, and 42.1%. Women who had the intention to practice EBF for 6 months were about 2 times more likely to practice EBF for 6 months than those who did not have the intention to EBF (OR 2.19, 95% CI: 1.01-4.76). No significant association was found between EBF intention and the actual EBF practices at 1 month and 3 months postnatal.

    CONCLUSIONS: The number of women who practiced EBF after cesarean delivery was lower than those who had the intention prior to delivery. The number further declined as the child grew older. Prenatal EBF intention was associated with actual postnatal EBF practices at 6 months.
    Matched MeSH terms: Intention*
  4. Lenggono KA, Qomariyatus S, Gatot C, Sri A, Ahsan, Patria DKA, et al.
    Med J Malaysia, 2023 May;78(3):296-300.
    PMID: 37271838
    INTRODUCTION: Hospital-acquired infection is still one of the health problems in the world that require infection control and prevention efforts, especially nurses' hand washing compliance. Various strategies and efforts to improve handwashing compliance include educational approaches, motivation and improvement of the health care system, one of which is through the use of The Theory Of Planned Behaviour application in solving handwashing compliance.

    MATERIALS AND METHODS: Quantitative research with a survey approach and observation of hand washing compliance of all nurses N = 321 with a sample of n = 178 nurses. The research variables studied consisted of intention, discipline, self-assessment, opportunity compliance and implementation of the nurse's hand washing. Nurse handwashing compliance observations were made by Infection Prevention Control Link Nurse (IPCN) committee. Data analysis using structural equation modelling (SEM) with smart partial least square (SmartPLS 3.0) application.

    RESULTS: The nurse's intention to apply the theory of planned behaviour has no significant effect on the implementation of hand washing with path coefficients of 0.104 and p-value 0.221 > 0.05. The effect of nurses' intentions on the implementation of nurse hand washing through discipline is significant with a value of variance accounted for (VAF) 0.8043 or 80.43 % of nurse discipline is a complete mediation variable.

    CONCLUSION: Discipline as a complete meditation variable in the application of the theory of planned behaviour in the compliance of nurses' hand washing five moments six steps. Nurses are expected to continuously improve their discipline independently or be assisted by training activities facilitated by the hospital.

    Matched MeSH terms: Intention
  5. Abdullah JM
    Malays J Med Sci, 2015 Dec;22(Spec Issue):1-4.
    PMID: 27006631
    12 months ago the first Neuroscience special issue of the Malaysia Journal of Medical Sciences was born with the intention to increase the number of local publication dedicated to neurosciences. Since then many events happened in the neuroscience world of Malaysia, those considered major were the establishment of a Neurotechnology Foresight 2050 task force by the Academy of Medicine Malaysia as well as the launching of Malaysia as the 18th member to join the International Neuroinformatics Coordinating Facility on the 9th October 2015 which was officiated by the Deputy Ministers of Higher Education, Datuk Mary Yap.
    Matched MeSH terms: Intention
  6. Ibrahim Alzamel LG, Abdullah KL, Chong MC, Chua YP
    J Egypt Public Health Assoc, 2020 Aug 14;95(1):20.
    PMID: 32813099 DOI: 10.1186/s42506-020-00048-9
    BACKGROUND: Understanding the factors influencing nurses' turnover intention, particularly the work life quality and commitment to organization, is important to all countries suffering from nursing shortage. The study aims to determine the mediating role of commitment to organization on work life quality and its relationship with turnover intention among Malaysian nurses.

    METHODS: A descriptive cross-sectional design, using a self-report survey was conducted on 430 nurses from a teaching hospital from February to April 2019. A structural equation model version 3 was used for testing study hypotheses.

    RESULTS: The mediating effect (indirect effect) of organizational commitment on the relationship between work life quality and turnover intention (QWL→OC→IT) was negative with path coefficient - 0.234, whereas the direct effect of work life quality on turnover intention (QWL→IT) was negative with smaller path coefficient - 0.228. This means that the relationship between work life quality and turnover intention was partially mediated by the organizational commitment (P < 0.001).

    CONCLUSION: Organizational commitment has a negative partial mediating effect between work life quality of nurses and intention of turnover in teaching hospitals where the organizational commitment significantly reduced the nurses' intention to leave. The study findings can guide nursing managers to be carefully attended to the levels of nurses' commitment to their organization.

    Matched MeSH terms: Intention
  7. Raghvan HPN, Fatokun O
    Int J Pharm Pract, 2021 Oct 18;29(5):435-442.
    PMID: 34244775 DOI: 10.1093/ijpp/riab036
    OBJECTIVES: It is known that community pharmacists in Malaysia underreport adverse drug reactions (ADRs). In order to improve ADR reporting, a theory-based understanding of the factors associated with the community pharmacists' reporting behaviour is important. This study used the theory of planned behaviour (TPB) to identify the predictors of behavioural intention to report ADRs to the regulatory authority among community pharmacists in Malaysia and to assess the relative importance of the predictors.

    METHODS: A questionnaire-based study was conducted among 188 randomly selected community pharmacists in the state of Johor, Malaysia. The questionnaire included four main TPB constructs (intention, attitude, subjective norms and perceived behavioural control) and related measures, including perceived moral obligation, past reporting behaviour and sociodemographic variables. Descriptive and hierarchical regression analyses were conducted.

    KEY FINDINGS: A total of 164 questionnaires were collected. The mean score of intention to report ADRs was 15.43 (SD = 2.99). The final model of the hierarchical regression analysis showed that attitude towards ADR reporting (P = 0.004), subjective norm (P = 0.010) and perceived moral obligation (P = 0.014) were significant predictors of intention to report ADRs. Attitude was the most significant predictor, followed by subjective norm and perceived moral obligation.

    CONCLUSIONS: Interventions targeting community pharmacists' attitude, subjective norms and perceived moral obligations towards ADR reporting, with a specific focus on attitude would likely have a positive impact on improving ADR reporting in Malaysia.

    Matched MeSH terms: Intention
  8. Hiew SY, Low BY
    Int J Pharm Pract, 2024 Mar 06;32(2):120-132.
    PMID: 38300734 DOI: 10.1093/ijpp/riae001
    OBJECTIVE: The improper disposal of household pharmaceutical waste (HPW) is an emerging cause of environmental pollution. Behavioural practices are intricately linked to individuals' knowledge levels and attitudes. Thus, this systematic review aims to assess the knowledge, attitude, and practice (KAP) of HPW disposal among the public and to examine the interconnectedness of these KAP components.

    METHODS: A literature review for articles published from 2013 to 2023 was carried out in scientific databases PubMed, Scopus, and Web of Science, identifying quantitative studies involving the assessment of KAP of the public concerning HPW disposal.

    RESULTS: This review incorporated 12 studies conducted in Africa, South Asia, and Southeast Asia. Nine studies highlighted a consistent trend of limited to inadequate knowledge regarding safe medication disposal. Notwithstanding, respondents largely exhibited a positive attitude towards proper medication disposal. This encouraging disposition, unfortunately, stands in stark contrast to the reported practices, which appeared to be inadequate. This dissonance might be due to a deficit in accessible disposal facilities and information, compounded with insufficient guidance from healthcare professionals. Interestingly, the majority expressed support for take-back programs aimed at managing unused and expired medications.

    CONCLUSION: This review identified a need for a comprehensive understanding of the interconnected dynamics among KAP components regarding safe medication disposal. The exploration of theoretical behavioural frameworks could help predict public intentions to adopt safe medication disposal practices. Ultimately, a multi-faceted approach that addresses knowledge gaps, reinforces positive attitudes, and promotes accessible safe medication disposal services can collectively safeguard the environment and public health.

    Matched MeSH terms: Intention
  9. Kuwawenaruwa A, Remme M, Mtei G, Makawia S, Maluka S, Kapologwe N, et al.
    PMID: 30461049 DOI: 10.1002/hpm.2702
    Health care financing reforms are gaining popularity in a number of African countries to increase financial resources and promote financial autonomy, particularly at peripheral health care facilities. The paper explores the establishment of facility bank accounts at public primary facilities in Tanzania, with the intention of informing other countries embarking on such reform of the lessons learned from its implementation process. A case study approach was used, in which three district councils were purposively sampled. A total of 34 focus group discussions and 14 in-depth interviews were conducted. Thematic content analysis was used during analysis. The study revealed that the main use of bank account revenue was for the purchase of drugs, medical supplies, and minor facility needs. To ensure accountability for funds, health care facilities had to submit monthly reports of expenditures incurred. District managers also undertook quality control of facility infrastructure, which had been renovated using facility resources and purchases of facility needs. Facility autonomy in the use of revenue retained in their accounts would improve the availability of drugs and service delivery. The experienced process of opening facility bank accounts, managing, and using the funds highlights the need to strengthen the capacity of staff and health-governing committees.
    Matched MeSH terms: Intention
  10. Mitra SR, Tan PY
    Br J Nutr, 2019 05;121(9):1002-1017.
    PMID: 30761964 DOI: 10.1017/S0007114519000345
    The aim of this study was to investigate the effectiveness of the Hipcref (high-protein, energy-restricted, high-vitamin E and high-fibre) diet in Malaysian adults on body composition and metabolic parameters after an intervention period of 6 months. Overweight/obese Malaysian adults (n 128; BMI≥23 kg/m2) were randomised to the Hipcref (n 65) or control diet (n 63). The intervention group received Hipcref diet charts based on their personal preferences. The control group followed a generalised dietary advice based on Malaysian Dietary Guidelines, 2010. All participants were responsible for preparing their own meals. There was a significant treatment group×time effect on anthropometric parameters (P<0·05) on an intention-to-treat basis. Pairwise comparisons revealed that Hipcref diet participants had significant reduction in weight, BMI, waist circumference, fat mass and percentage body fat at months 3 and 6 compared with baseline (P<0·001). The control group had significant increase in weight and BMI at months 3 and 6 compared with baseline (P<0·05). The Hipcref diet group had higher reduction in fasting insulin, insulin resistance and C-reactive protein levels compared with the control group at month 6 (P<0·05). Post-intervention, compared with the control group, the Hipcref diet group was found to consume significantly higher percentage energy from protein, and PUFA, higher energy-adjusted vitamin E (mg) and fibre (g), and lower total energy, lower percentage energy from fat and carbohydrate (P<0·05). The success of the Hipcref diet on overweight/obese Malaysian adults may be due to the combined effect of the nutrient composition of the Hipcref diet.
    Matched MeSH terms: Intention to Treat Analysis
  11. Khan MJ, Chelliah S, Haron MS, Ahmed S
    Sultan Qaboos Univ Med J, 2017 Feb;17(1):e11-e17.
    PMID: 28417022 DOI: 10.18295/squmj.2016.17.01.003
    Travel motivations, perceived risks and travel constraints, along with the attributes and characteristics of medical tourism destinations, are important issues in medical tourism. Although the importance of these factors is already known, a comprehensive theoretical model of the decision-making process of medical tourists has yet to be established, analysing the intricate relationships between the different variables involved. This article examines a large body of literature on both medical and conventional tourism in order to propose a comprehensive theoretical framework of medical tourism decision-making. Many facets of this complex phenomenon require further empirical investigation.
    Matched MeSH terms: Intention*
  12. Nagahara R, Amini E, Marcon KCC, Chen PW, Chua J, Eiberger J, et al.
    Sports (Basel), 2019 May 31;7(6).
    PMID: 31159177 DOI: 10.3390/sports7060133
    This study investigated the influence of the intention to lean the body forward on spatiotemporal and ground reaction force variables during the acceleration phase of a sprint. Fourteen active adults performed two 50 m sprints (with and without the intention to lean), during which spatiotemporal variables and impulses were obtained using a long force platform system. Effect size (Cohen's d) was used to examine the differences between the two trials. We found that running speed and net anteroposterior impulse did not change by the intention for all steps. However, step frequency increased in the initial two steps through decreases in support time and flight time by the intention. Moreover, these shorter support and flight times were caused by a decrease in the vertical impulse. The propulsive impulse did not change during the initial part of acceleration phase, but the braking impulse decreased at the first step. This study demonstrates that an intention to lean the body forward leads to a smaller braking impulse and a higher step frequency through shorter support and flight times and a smaller vertical impulse during the initial part of the acceleration phase of a sprint.
    Matched MeSH terms: Intention
  13. Hagger MS, Hamilton K, Hardcastle SJ, Hu M, Kwok S, Lin J, et al.
    Soc Sci Med, 2019 12;242:112591.
    PMID: 31630009 DOI: 10.1016/j.socscimed.2019.112591
    RATIONALE: Familial Hypercholesterolemia (FH) is a genetic condition that predisposes patients to substantially increased risk of early-onset atherosclerotic cardiovascular disease. FH risks can be minimized through regular participation in three self-management. BEHAVIORS: physical activity, healthy eating, and taking cholesterol lowering medication.

    OBJECTIVE: The present study tested the effectiveness of an integrated social cognition model in predicting intention to participate in the self-management behaviors in FH patients from seven countries.

    METHOD: Consecutive patients in FH clinics from Australia, Hong Kong, Brazil, Malaysia, Taiwan, China, and UK (total N = 726) completed measures of social cognitive beliefs about illness from the common sense model of self-regulation, beliefs about behaviors from the theory of planned behavior, and past behavior for the three self-management behaviors.

    RESULTS: Structural equation models indicated that beliefs about behaviors from the theory of planned behavior, namely, attitudes, subjective norms, and perceived behavioral control, were consistent predictors of intention across samples and behaviors. By comparison, effects of beliefs about illness from the common sense model were smaller and trivial in size. Beliefs partially mediated past behavior effects on intention, although indirect effects of past behavior on intention were larger for physical activity relative to taking medication and healthy eating. Model constructs did not fully account for past behavior effects on intentions. Variability in the strength of the beliefs about behaviors was observed across samples and behaviors.

    CONCLUSION: Current findings outline the importance of beliefs about behaviors as predictors of FH self-management behaviors. Variability in the relative contribution of the beliefs across samples and behaviors highlights the imperative of identifying sample- and behavior-specific correlates of FH self-management behaviors.

    Matched MeSH terms: Intention*
  14. Shi J, Kim HK, Salmon CT, Tandoc EC, Goh ZH
    Soc Sci Med, 2024 Jan;340:116431.
    PMID: 38000175 DOI: 10.1016/j.socscimed.2023.116431
    RATIONALE: Countries worldwide faced the same public health crisis that required promoting the same health behavior-vaccinations-during the COVID-19 pandemic. Thus, scholars have a unique opportunity to test behavioral change theories across countries with different cultural backgrounds.

    OBJECTIVE: Employing the extended theory of social normative behavior, this study examines the influence of individual and collective norms on COVID-19 vaccination intention across eight Asian countries. We examine how cultural tightness-looseness, defined as the degree of a culture's emphasis on norms and tolerance of deviant behavior, shapes normative social influence on COVID-19 vaccination intention.

    METHODS: We conducted a multicountry online survey (N = 2676) of unvaccinated individuals in China, Indonesia, Japan, Malaysia, Singapore, South Korea, Thailand, and Vietnam in May and June 2021, when COVID-19 vaccination mandates had not yet been implemented in those countries. We conducted hierarchical regression analyses with interaction terms for the total sample and then re-categorizied the eight countries as either "tight" (n = 1102) or "loose" (n = 1574) to examine three-way interactions between individual norms, collective norms, and cultural tightness-looseness.

    RESULTS: Perceived injunctive norms exerted the strongest impact of all normative factors on vaccination intention. Collective injunctive norms' influence depended on both perceived injunctive and descriptive norms, which was larger when norms were lower (vs. higher). The interactive pattern between perceived and collective norms was more pronounced in countries with greater cultural tightness.

    CONCLUSION: Our findings reveal nuanced patterns of how individual and collective social norms influence health behavioral decisions, depending on the degree of cultural tightness-looseness.

    Matched MeSH terms: Intention*
  15. Boo NY, Rohana J, Yong SC, Bilkis AZ, Yong-Junina F
    Singapore Med J, 2010 Feb;51(2):144-50.
    PMID: 20358154
    The aim of this study was to compare the response and survival rates of term infants with persistent pulmonary hypertension of the newborn (PPHN) on high frequency oscillatory ventilation (HFOV) treated with either inhaled nitric oxide (iNO) or intravenous magnesium sulphate (MgSO4).
    Matched MeSH terms: Intention to Treat Analysis
  16. Oo WL, Ong JS, Fong JW, Hossain MM, Baskaran ND, Haron H, et al.
    Singapore Med J, 2019 Jul 22.
    PMID: 31328238 DOI: 10.11622/smedj.2019080
    INTRODUCTION: Healthcare professionals (HCPs) working in critical care areas play an important role in the organ donation (OD) process. We studied HCPs' own willingness to be organ donors and its association with sociodemographic factors as well as their knowledge and attitudes about OD and transplantation.

    METHODS: A cross-sectional survey of HCPs working in four critical care units in a major transplant centre in Malaysia was undertaken using a validated structured questionnaire. Responses were analysed using multivariable analysis with willingness to donate as the dependent variable.

    RESULTS: Of the 412 respondents (response rate 98.1%), the majority were nurses (60.4%), Malay (71.1%) and female (77.2%). Overall, 68.0% were willing to donate. The independent predictors of willingness to donate were profession (p < 0.001) and the Hindu religion (p = 0.001). Ethnicity (p = 0.003), religious belief (p < 0.001), knowledge (p = 0.016), belief in brain death (p = 0.018) and confidence in transplantation (p < 0.001) also independently correlated with willingness to donate, while attitudes to OD did not. Of those willing to donate, only 37.3% were carrying a donor card and only 63.1% had informed their family of their intention to donate.

    CONCLUSION: Although willingness to donate was higher in critical care HCPs than HCPs in general, significant knowledge gaps as well as certain beliefs and perceptions that could pose a barrier to OD were identified in this group. Measures to improve OD rates in Malaysia should include targeted educational programmes for HCPs working in critical care areas.
    Matched MeSH terms: Intention
  17. Pau A, Omar H, Khan S, Jassim A, Seow LL, Toh CG
    Singapore Dent J, 2017 12;38:45-54.
    PMID: 29229074 DOI: 10.1016/j.sdj.2017.08.001
    BACKGROUND: To quantify participation in dental research activities in Malaysia, and investigate its association with socio-demographic and professional characteristics, and perceptions of research and development (R&D) culture.

    MATERIALS AND METHODS: Dental academics in Malaysian dental schools were invited to complete a questionnaire by email and post. The survey comprised questions on research activities in the past 12 months, socio-demographic and professional characteristics, and the R&D Culture Index. Principal components factor analysis was carried out to confirm the factor structure of the R&D Culture Index. Chi-square test was used to identify association of research activities with R&D culture, and socio-demographic and professional characteristics. Binary logistic regression was carried to identify predicators of research activities.

    RESULTS: Of 256 potential participants contacted, 128 (50%) useable responses were returned. Three R&D Culture factors accounting for 57.4% of variance were extracted. More positive perception of R&D Support was associated with Malaysians (0.025) and those employed in Government schools (0.017). R&D Skills and Aptitude were associated with older respondents (0.050), PhD qualification (0.014) and more years in academia (0.014). R&D Intention was associated with any of the socio-demographic characteristics. Thirty (23.4%) respondents reported a peer-review research publication in the past 12 months, which was associated with having a PhD (OR 12.79, CI 1.28-127.96), after adjustment in regression analyses.

    DISCUSSION: Postgraduate research training should be encouraged to promote participation in research activities. R&D culture did not appear to impact on research productivity. Other factors such as individual attitudinal interests should be studied.

    Matched MeSH terms: Intention
  18. Liu Y, Gan Y, Song Y, Liu J
    Sensors (Basel), 2021 Mar 13;21(6).
    PMID: 33805702 DOI: 10.3390/s21062037
    Contemporarily, almost all the global IT giants have aimed at the smart home industry and made an active strategic business layout. As the early-stage and entry-level product of the voice-enabled smart home industry, the smart speakers have been going through rapid development and rising fierce market competition globally in recent years. China, one of the most populous and largest markets in the world, has tremendous business potential in the smart home industry. The market sales of smart speakers in China have gone through rapid growth in the past three years. However, the market penetration rate of related smart home devices and equipment still stays extremely low and far from mass adoption. Moreover, the market sales of smart speakers have also entered a significant slowdown and adjustment period since 2020. Chinese consumers have moved from early impulsive consumption to a rational consumption phase about this early-stage smart home product. Trust in the marketing field is considered an indispensable component of all business transactions, which plays a crucial role in adopting new technologies. This study explores the influencing factors of Chinese users' perceived trust in the voice-enabled smart home systems, uses structural equation modeling (SEM) to analyze the interaction mechanism between different variables, and establishes a perceived trust model through 475 valid samples. The model includes six variables: system quality, familiarity, subjective norm, technology optimism, perceived enjoyment, and perceived trust. The result shows that system quality is the essential influence factor that impacts all other variables and could significantly affect the perceived trust. Perceived enjoyment is the most direct influence variable affected by system quality, subjective norm, and technology optimism, and it positively affects the perceived trust in the end. The subjective norm is one of the most distinguishing variables for Chinese users, since China has a collectivist consumption culture. People always expect their behavior to meet social expectations and standards to avoid criticism and acquire social integration. Therefore, policy guidance, authoritative opinions, and people with important reference roles will significantly affect consumers' perceived trust and purchase intention. Familiarity and technology optimism are important influential factors that will have an indirect impact on the perceived trust. The related results of this study can help designers, practitioners, and researchers of the smart home industry produce products and services with higher perceived trust to improve consumers' adoption and acceptance so that the market penetration rate of related products and enterprises could be increased, and the maturity and development of the voice-enabled smart home industry could be promoted.
    Matched MeSH terms: Intention
  19. Lye GX, Cheng WK, Tan TB, Hung CW, Chen YL
    Sensors (Basel), 2020 Apr 08;20(7).
    PMID: 32276431 DOI: 10.3390/s20072098
    Despite advancements in the Internet of Things (IoT) and social networks, developing an intelligent service discovery and composition framework in the Social IoT (SIoT) domain remains a challenge. In the IoT, a large number of things are connected together according to the different objectives of their owners. Due to this extensive connection of heterogeneous objects, generating a suitable recommendation for users becomes very difficult. The complexity of this problem exponentially increases when additional issues, such as user preferences, autonomous settings, and a chaotic IoT environment, must be considered. For the aforementioned reasons, this paper presents an SIoT architecture with a personalized recommendation framework to enhance service discovery and composition. The novel contribution of this study is the development of a unique personalized recommender engine that is based on the knowledge-desire-intention model and is suitable for service discovery in a smart community. Our algorithm provides service recommendations with high satisfaction by analyzing data concerning users' beliefs and surroundings. Moreover, the algorithm eliminates the prevalent cold start problem in the early stage of recommendation generation. Several experiments and benchmarking on different datasets are conducted to investigate the performance of the proposed personalized recommender engine. The experimental precision and recall results indicate that the proposed approach can achieve up to an approximately 28% higher F-score than conventional approaches. In general, the proposed hybrid approach outperforms other methods.
    Matched MeSH terms: Intention
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