Displaying publications 1 - 20 of 310 in total

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  1. Labao HC, Faller EM, Bacayo MFD
    Ann Glob Health, 2018 08 31;84(3):474-480.
    PMID: 30835403 DOI: 10.29024/aogh.2331
    BACKGROUND AND PURPOSE: Musculoskeletal disorders (MSDs) are alarmingly high among migrant workers in Malaysia. MSDs are the most prevalent occupational-related conditions in most parts of the world affecting function, productivity and overall health-related quality of life. Therefore, this study aims to determine the profile of Filipino migrant workers in Malaysia and their various musculoskeletal complaints.

    METHOD: This study utilized a quantitative, nonexperimental, cross-sectional research design. A total of 60 subjects were randomly selected after passing the study's sampling criteria. The Nordic Musculoskeletal Questionnaire (NMQ) was to used to determine common MSDs affecting the various regions in the body. The Demographic Pofile Sheet was provided to gather a subject's demographic characteristics.

    RESULTS: Filipino migrant workers mostly complain of pain in the low back area (60%) and shoulder pain (60%), followed by pain in the upper back (48.3%) and neck pain (45%) in the last 12 months. Household workers accounting for 73.3% of the subjects commonly complain of pain in the hips/thighs (78.9%), while workers in the service industry commonly complain of knee pain (39.1%).

    CONCLUSIONS: Results imply that Filipino migrant workers have a higher prevalence of shoulder and lower back pain in the last 12 months. Household workers are more susceptible to hip/thigh pain. Interventions focusing on ergonomics policy implementation, education on posture and lifting techniques and physical function is recommended. Further studies should consider the psychological and psychosocial aspects of migrant employment, which are known risk factors for MSDs.

    Matched MeSH terms: Employment
  2. Cheah IG, Choo WY
    Med J Malaysia, 2016 06;71(Suppl 1):87-99.
    PMID: 27801391 MyJurnal
    The aim of this review was to summarise published literature on child abuse and neglect and its consequences in Malaysia, to discuss the implications of the research findings and to identify gaps in the local literature on child abuse and neglect. Medical and social literature in the English language published between the year 2000 to 2015 were searched for, resulting in forty four papers to be reviewed inclusive of a few key papers in the earlier years to provide some background information. The literature shows that child abuse and neglect is an important impact factor on mental health outcomes, involvement in substance abuse and delinquency due to the slant of the research interest from social studies. At least 70% of perpetrators are known to the affected children according to school-based prevalence studies. Safety programs and rehabilitation outcome studies involve small cohort groups. Studies on childhood mortality from child abuse or neglect are very limited. Overall, there are a few comprehensive studies involving school children but overall available studies are too patchy in to advocate for resource allocation, change in statutory procedures or training requirements. More extensive studies looking at the complex interaction of social environment, parenting skills, societal attitudes and responses, resilience factors and child safety nets and statutory response and their impact on different types of abuse or neglect are required.
    Matched MeSH terms: Employment
  3. Narimah, A.H.H., Shahril Rizwan, O., N Nadhrah, N.R., Adlina, S., Hakimi, Z.A., Nuraliza, A.S.
    MyJurnal
    This descriptive cross sectional study was conducted to assess patient's satisfaction by evaluating the waiting time experienced by 27 (54%) inpatients and 23 (46%) outpatients who sought treatment at a private hospital in Selangor from 15th of May 2006 until 3rd of]une 2006. Majority of the patients (78%) were in the range between Z 1 - 40 years old and well»educated. Almost half (48%) were in the human resources employment category, 20% were in administration and marketing and 10% were professionals. Majority of them earned from RM1000-1999 (34%) and RMZ000-3999 (32%). Almost all of them (96%) agreed that the medical care that they had been receiving in the hospital was just about perfect. 98% agreed that the doctors treated them in a very friendly and courteous manner and 96% rated the care given by nurses as g0od/ excellent. 88% to 92% said that their communication with the doctors, nurses and other staff were good/ excellent. 80% waited less than 15 minutes at the registration counter, 52% waited less than 15 minutes to see the doctor and 44% waited less than 15 minutes at other places such as pharmacy and x-ray. Overall, 94% rated the level of services in the hospital as good/ excellent, Almost all (90%) would like to recommend the hospital to their friends and relatives. Our study demonstrated that the majority of the patients were satisfied with the doctors, nurses and environment of the private hospital. The average waiting time of patient before being attended to by a doctor was less than 30 minutes.

    Study site: Pusat Perubatan Universiti Kebangsaan Malaysia (PPUKM)
    Matched MeSH terms: Employment
  4. Smart JE, Casco RR
    Asian Migr, 1998 Jan-Feb;1(1):8-12.
    PMID: 12281042
    Matched MeSH terms: Employment*
  5. Loh KH, Shao KT, Ho HC, Lim PE, Chen HM
    Zootaxa, 2015;4060:30-40.
    PMID: 26701587 DOI: 10.11646/zootaxa.4060.1.5
    The following nine elongate unpatterned muraenid species of the subfamily Muraeninae, including one new species, are recognized from Taiwan and adjacent waters: Gymnothorax albimarginatus (Temminck & Schlegel), G. dorsalis Seale, G. melanosomatus Loh, Shao & Chen, G. phasmatodes (Smith), G. prolatus Sasaki & Amaoka, G. sagmacephalus Böhlke, Pseudechidna brummeri (Bleeker), Strophidon sathete (Hamilton) and G. pseudomelanosomatus new species, described from two specimens. This new moray eel is distinguished from its similar species, G. melanosomatus, by the following features: grey brown body (vs. black), snout length 20.5% (vs. 17.8%) of head length, smaller eye diameter 8.2% (vs. 10.0%) of head length; preanal length 49.5% (vs. 58.5%) total length, and preanal vertebrae 89-89 (vs. 105-109). Phylogenetic relationships of the nine species were examined using nucleotide sequence data from partial sequences of mitochondrial ND5 gene (600 bp), and seven species form COI (600 bp). The genetic analyses suggest that G. pseudomelanosomatus is distinct from G. melanosomatus and the other six species of Gymnothorax. Morphological features and mitogenetic affinities strongly suggest that "G." dorsalis should be placed in Strophidon rather than in Gymnothorax. The results also suggest that employment of ND5 and COI gene sequences are rather useful for identification of species and for obtaining reasonable insights into the phylogeny of the muraenid species.
    Matched MeSH terms: Employment
  6. Minhat H.S., Hamizah S., Nor Afiah Z.
    MyJurnal
    Ageing anxiety is commoner among women compared to men. However, little is known on the possible contributing factors towards the development of ageing related anxiety among Malaysian women. This study aimed to explore ageing anxiety among the middle-aged women in Malaysia in facing the ageing process. Series of 6 focus group discussions (FGD) were conducted involving a total of 36 women aged between 35 and 59 years old. Each FGD consisted of 5 to 7 respondents and was conducted for an average of 1 to 2 hours. The respondents were selected using the maximum variation sampling method focussing on five age categories, between 35 to 39, 40 to 44, 45 to 49, 50 to 54 and 55 to 59 years old. Representative from several residential areas in the area of Putrajaya Federal Territory and Seri Kembangan, Selangor were involved in the selection of respondents. The interviews revealed that, majority of the respondents were seriously thinking of the possible negative experiences associated with ageing and being old, but very few experiencing ageing anxiety. Three main themes that were identified to contribute to the ageing anxiety were issues related to caregiving at old age and fear of loneliness, the welfare and care of their children when they are old and eventually die and also physical changes that occurred with ageing process. These themes were not specifically associated with any particular age groups, marital or income status. However, the development of the ageing anxiety was found to be related to their personal experiences and observations from the surrounding community. The findings show that women in Malaysia are still emphasizing on the importance of traditional caregiving system, where elderly parents are looked after by the children or extended family members rather than living in formal institutions. Despite the important role of formal institutions in the care of elderly people in the future, it is still negatively perceived. With the shrinking of the size of nuclear family and massive involvement of women in employment sector, more elderly will be expected to reside in formal institutions in the near future. Relevant authorities should be made aware on the importance to maintain the quality of care in the formal institution for elderly, in order to tackle the negative perceptions.
    Matched MeSH terms: Employment
  7. Shuib, A., Alwadood, Z.
    MyJurnal
    This paper presents a mathematical approach to solve railway rescheduling problems. The approach assumes that the trains are able to resume their journey after a given time frame of disruption whereby The train that experiences disruption and trains affected by the incident are rescheduled. The approach employed mathematical model to prioritise certain types of train according the railway operator’s requirement. A pre-emptive goal programming model was adapted to find an optimal solution that satisfies the operational constraints and the company’s stated goals. Initially, the model minimises the total service delay of all trains while adhering to the minimum headway requirement and track capacity. Subsequently, it maximises the train service reliability by only considering the trains with delay time window of five minutes or less. The model uses MATLAB R2014a software which automatically generates the optimal solution of the problem based on the input matrix of constraints. An experiment with three incident scenarios on a double-track railway of local network was conducted to evaluate the performance of the proposed model. The new provisional timetable was produced in short computing time and the model was able to prioritise desired train schedule.
    Matched MeSH terms: Employment
  8. Mohd Sham Kasim, Siti Norjinah Moin
    MyJurnal
    Cross-sectional studies on infant feeding practices in Malaysia have shown that even though there is a high percentage of initial breastfeeding, there is also a very rapid fall-off of full breastfeeding to be replaced by mixed feeding or full formula feeding. This paper gives the findings of a study conducted on 148 mothers who had just delivered their babies at the Maternity Hospital, Kuala Lumpur. 56 of these mothers were followed up to identify the feeding practices up to 6 months of the infant's life. Just after delivery, 83 .1% of the 148 motftrs had indicated interest to breasffeed either fully or partially. However, in the 56 mothers followed up later, 15 (26.7%) babies were not breasffed or breasffed for less than 1 week and only 15 (26.5%) were breasffed at least 6 months. Several factors affect breastfeeding rate amongst these mothers. Breastfeeding rate was significantly higher and longer amongst the Malays and least and shortest amongst the Chinese. The number of Malay mothers breastfeeding less than 1 week was 2 out of 24 (8.3%) whereas the number of Chinese mothers was 10 out of 19 (52.6%). Similarly, the number of Malay mothers breastfeeding beyond 3 months was 16 out of 24 (67.7%) and Chinese mothers only 4 out of 19 (21.0%). Other important factors are the type of initial feeding and the onset of initial formula feeding. Out of 26 babies initiated on breastmilk as the first feed, 12 were breasffed for at least 6 months whereas 8 of the 18 started on formulas were not breasffed at all or for less than 7 days and only one breastfed for at least 6 months. Similarly, out of 27 babies given formula feeding in the first 2 days, 15 were not breasffed at all or for less than 1 week and only 3 breasffed at least 6 months. This suggests the importance of early mixed feeding in the rapid decline of breastfeeding. The employment status of the mother and the family income do not seem to affect the breastfeeding rate and its duration for the baby.
    Matched MeSH terms: Employment
  9. Simkhada P, van Teijlingen E, Gurung M, Wasti SP
    BMC Int Health Hum Rights, 2018 01 18;18(1):4.
    PMID: 29347938 DOI: 10.1186/s12914-018-0145-7
    BACKGROUND: Nepal is a key supplier of labour for countries in the Middle East, India and Malaysia. As many more men than women leave Nepal to work abroad, female migrant workers are a minority and very much under-researched. The aim of the study was to explore the health problems of female Nepalese migrants working in the Middle-East and Malaysia.

    METHODS: The study was conducted among 1010 women who were registered as migrant returnees at an organisation called Pourakhi Nepal. Secondary data were extracted from the records of the organisation covering the five-year period of July 2009 to July 2014.

    RESULTS: The 1010 participants were aged 14 to 51 with a median age of 31 (IQR: 38-25) years. A quarter of respondents (24%) reported having experienced health problems while in the country of employment. Fever, severe illness and accidents were the most common health problems reported. Working for unlimited periods of time and not being able to change one's place of work were independently associated with a greater likelihood of health problems. Logistic regression shows that migrant women who are illiterate [OR = 1.56, 95% CI: 1.02 to 2.38, p = 0.042], who had changed their workplace [OR = 1.63, 95% CI: 1.14 to 2.32, p = 0.007], who worked unlimited periods of time [OR = 1.64, 95% CI: 1.44 to 1.93, p = 0.020], had been severely maltreated or tortured in the workplace [OR = 1.84, 95% CI: 1.15 to 2.92, p = 0.010], were not being paid on time [OR = 2.38, 95% CI: 1.60 to 3.55, p = 0.038] and migrant women who had family problems at home [OR = 3.48, CI 95%: 1.22 to 9.98, p = 0.020] were significantly associated with health problems in their host country in the Middle East.

    CONCLUSION: Female migrant workers face various work-related health risks, which are often related to exploitation. The Government of Nepal should initiate awareness campaigns about health risks and rights in relation to health care services in the host countries. Recruiting agencies/employers should provide information on health risks and training for preventive measures. Raising awareness among female migrant workers can make a change in their working lives.

    Matched MeSH terms: Employment/statistics & numerical data*
  10. Bettinelli ME, Smith JP, Haider R, Sulaiman Z, Stehel E, Young M, et al.
    Breastfeed Med, 2024 Mar;19(3):141-151.
    PMID: 38489526 DOI: 10.1089/bfm.2024.29266.meb
    Background: Paid maternity leave benefits all of society, reducing infant mortality and providing economic gains. It is endorsed by international treaties. Paid maternity leave is important for breastfeeding, bonding, and recovery from childbirth. Not all mothers have access to adequate paid maternity leave. Key Information: Paid leave helps meet several of the 17 United Nations' Sustainable Development Goals (2, 3, 4, 5, 8, and 10), including fostering economic growth. A family's expenses will rise with the arrival of an infant. Paid leave is often granted with partial pay. Many low-wage workers earn barely enough to meet their needs and are unable to take advantage of paid leave. Undocumented immigrants and self-employed persons, including those engaging in informal work, are often omitted from maternity leave programs. Recommendations: Six months of paid leave at 100% pay, or cash equivalent, should be available to mothers regardless of income, employment, or immigration status. At the very minimum, 18 weeks of fully paid leave should be granted. Partial pay for low-wage workers is insufficient. Leave and work arrangements should be flexible whenever possible. Longer flexible leave for parents of sick and preterm infants is essential. Providing adequate paid leave for partners has multiple benefits. Increasing minimum wages can help more families utilize paid leave. Cash benefits per birth can help informal workers and undocumented mothers afford to take leave. Equitable paid maternity leave must be primarily provided by governments and cannot be accomplished by employers alone.
    Matched MeSH terms: Employment
  11. Aizuddin, A.N., Hoda, R., Rizal, A.M., Yon, R., Al Junid, S.M.
    MyJurnal
    Introduction: In view of high healthcare expenditure, Malaysia also faces problems in healthcare financing. The policy option is to establish a national health financing scheme. However, it is a problem to develop mechanisms to cover social insurance package to more than one third of the population working in informal sector such as farmers. Therefore, there is an urgent need to assess the ability and willingness of the farming community. The main objective was to study the ability and willingness in the farming community to contribute to national healthcare financing scheme.

    Methodology: This a cross sectional study involved 400 farmers in Selangor. A total of 92.3% farmers were able to pay for the healthcare.

    Results: Willingness to contribute to The national healthcare financing scheme were RM2.00 per month.

    Conclusion: The education level influenced the ability to pay while the educational level and per capita income influenced willingness to pay.
    Matched MeSH terms: Employment
  12. Lall P, Shaw SA, Saifi R, Sherman S, Azmi NN, Pillai V, et al.
    J Int AIDS Soc, 2017 08 02;20(1):21723.
    PMID: 28782331 DOI: 10.7448/IAS.20.1.21723
    INTRODUCTION: Cisgender and transgender woman sex workers (CWSWs and TWSWs, respectively) are key populations in Malaysia with higher HIV-prevalence than that of the general population. Given the impact economic instability can have on HIV transmission in these populations, novel HIV prevention interventions that reduce poverty may reduce HIV incidence and improve linkage and retention to care for those already living with HIV. We examine the feasibility of a microfinance-based HIV prevention intervention among CWSW and TWSWs in Greater Kuala Lumpur, Malaysia.

    METHODS: We conducted 35 in-depth interviews to examine the acceptability of a microfinance-based HIV prevention intervention, focusing on: (1) participants' readiness to engage in other occupations and the types of jobs in which they were interested in; (2) their level of interest in the components of the potential intervention, including training on financial literacy and vocational education; and (3) possible barriers and facilitators to the successful completion of the intervention. Using grounded theory as a framework of analysis, transcripts were analysed through Nvivo 11.

    RESULTS: Participants were on average 41 years old, slightly less than half (48%) were married, and more than half (52%) identified as Muslim. Participants express high motivation to seek employment in other professions as they perceived sex work as not a "proper job" with opportunities for career growth but rather as a short-term option offering an unstable form of income. Participants wanted to develop their own small enterprise. Most participants expressed a high level of interest in microfinance intervention and training to enable them to enter a new profession. Possible barriers to intervention participation included time, stigma, and a lack of resources.

    CONCLUSION: Findings indicate that a microfinance intervention is acceptable and desirable for CWSWs and TWSWs in urban Malaysian contexts as participants reported that they were ready to engage in alternative forms of income generation.

    Matched MeSH terms: Employment
  13. Wu X, Yong CC, Lee ST
    Int J Environ Res Public Health, 2022 Nov 25;19(23).
    PMID: 36497744 DOI: 10.3390/ijerph192315669
    In 2020, coronavirus disease (COVID-19) left around 81% of the global workforce, nearly 2.7 billion workers, affected. Employment in China was the first to be hit by COVID-19. The Regional Comprehensive Economic Partnership (RCEP) is expected to bring dynamism to China's employment market in an era of long COVID-19. This study aims to examine the number of sectoral jobs that the RCEP will create in China, with the number of skilled or unskilled labour employed in each sector. The exogenous shocks to the RCEP can be reflected in the number of jobs created through multipliers based on a social accounting matrix compiled from China's input-output tables in 2017, combined with the employment satellite accounts compiled. The results show that the RCEP is expected to create over 17 million potential jobs in China, with unskilled labour accounting for 10.44 million and skilled labour for 6.77 million. It is even expected that there will be job losses in the metalworking machinery sector. The contribution of this paper can serve as a reference for policies to protect vulnerable sectors, further open up trade markets and strengthen cooperation among RCEP members as important measures to address the employment impact of long COVID-19.
    Matched MeSH terms: Employment
  14. Normaz Wana Ismail, Siti Wardah Abd Rahman, Tengku Aizan Tengku Abdul Hamid, Rusmawati Said
    Sains Malaysiana, 2016;45:1345-1350.
    The purpose of this study was to examine the impact of aging on economic growth. The study used dynamic growth model and employed Autoregressive Distributed Lag (ARDL) approach for the period of 1980 to 2011. Three proxies for aging are used namely fertility rate, life expectancy and old dependency ratio. However, only fertility rate is detected to have a long run cointegration. The major finding of this study showed that a reduction of fertility rate lead to higher economic growth. This implied that even though Malaysia will face aging society by 2020, the economic growth is still stable and can increase by investing more on human capital.
    Matched MeSH terms: Employment
  15. UN Chron, 1997;34(4):58.
    PMID: 12293737
    From country to country and even regionally, the roles of women in agriculture vary, but most of their labor is in unpaid subsistence production and their contributions tend to be underestimated, according to the results of the [UN] Secretary-General's report. Depending on circumstances, they have complementary roles with men, sharing or dividing tasks in the production of crops, care of animals, and forestry management. In sub-Saharan Africa, for example, women contribute 60-80% of labor in food production for both household consumption and sale, while in Malaysia the women account for only 35% of the agricultural labor force, and in Ireland the participation rate is only 10.4%. Although women make this important amount of labor contributions to agricultural production, "development policies tend to favor export crops to earn foreign exchange and the agricultural research tends to address the improvement of production and technologies for commercial production". This results in limited access for women to technical knowledge and innovations, including irrigation, machinery, farming techniques and extension services. This is strengthened by the fact that most of the extension services target farmers who own land and can obtain credit to invest in input and technology.
    Matched MeSH terms: Employment
  16. Jumadil Saputra, Suhal Kusairi, Nur Azura Sanusi, Yusuf Abdullah
    MyJurnal
    This paper aims to analyze the distinction of premium setting rates by taking into account the risk
    taken by conventional and Family Takaful. This study employed the Net Single and Annual Level
    Premium formula, and the data were analyzed using a numerical simulation. We found that the
    conventional and Takaful insurance systems utilize similar methods in the calculation of insurance
    premium when considering pure risk faced by the participant or insured. However, both systems have
    their own unique characteristics. The conventional and Family Takaful utilize historical data, such as
    mortality rate, expected return rate, expected costs and expected amount of claims. The conventional
    insurance is calculated to mitigate or minimize the risk of the insurance company against an amount of
    claim faced in the future as long as the insurance is enforced until the contract ends. On the other
    hand, the Family Takaful is intended to share fair value among participants in determining
    benevolence through Tabarru premium. Every participant must pay for Tabarru premium to support
    one another so that there is sufficient amount to cover unexpected claims among them and to uphold
    mutual fund as evidence for the sense of mutual co-operation and brotherhood among participants.
    Matched MeSH terms: Employment
  17. Mutafi A, Yidris N, Ishak MR, Zahari R
    Heliyon, 2018 Nov;4(11):e00937.
    PMID: 30839801 DOI: 10.1016/j.heliyon.2018.e00937
    Steel sections are normally shaped via cold work manufacturing processes. The extent of cold work to shape the steel sections might induce residual stresses in the region of bending. Previously, researchers had performed studies on the influences of local buckling on the failure behavior of steel compression members which shown that failure will happen when most of the yielding has extended to the middle surface in the bend region of the sections. Therefore, these cold work methods may have major effect on the behavior of the steel section and also its load-bearing capability. In addition, another factor may play significant role in formed section's load-bearing capacity which is the longitudinal residual strain. The longitudinal residual strain raised during forming procedure can be used to define the section imperfection of the formed section and its relation to the existence of defects. Therefore, the main motivation of this research paper is to perform three-dimensional finite element (3D-FE) to investigate peak longitudinal residual strains of a thin-walled steel plate with large bending angle along member length. A 3D finite element simulation in ABAQUS has been employed to simulate this forming process. The study concluded that the longitudinal residual strain at the section corner edge was higher than those at the rest of the corner region. These strains at the edge were higher than the yield strain


    (



    ε


    y



    )


    of the formed section which occurred due to the lack of transverse restraint. This made the plate edge tended to bend toward the normal direction when it was under a high transverse bending. This causes a significant difference in longitudinal strain at the plate edge.
    Matched MeSH terms: Employment
  18. Hazura Haroon, Siti Sarah Khalid
    MyJurnal
    This paper provides a qualitative overview of different Optical Fiber Sensors (OFS),
    which play important role in the field of sensors due to their excellent
    characteristics, spontaneous response and easy handling system. The current
    state of the art of optical fiber technology is reviewed, namely based on its main
    characteristics and sensing advantages. In addition, the working principle of OFS
    and their applications are discussed, particularly for sensor employment.
    Matched MeSH terms: Employment
  19. Mohamad NR, Marzuki NH, Buang NA, Huyop F, Wahab RA
    Biotechnology, biotechnological equipment, 2015 Mar 04;29(2):205-220.
    PMID: 26019635
    The current demands of sustainable green methodologies have increased the use of enzymatic technology in industrial processes. Employment of enzyme as biocatalysts offers the benefits of mild reaction conditions, biodegradability and catalytic efficiency. The harsh conditions of industrial processes, however, increase propensity of enzyme destabilization, shortening their industrial lifespan. Consequently, the technology of enzyme immobilization provides an effective means to circumvent these concerns by enhancing enzyme catalytic properties and also simplify downstream processing and improve operational stability. There are several techniques used to immobilize the enzymes onto supports which range from reversible physical adsorption and ionic linkages, to the irreversible stable covalent bonds. Such techniques produce immobilized enzymes of varying stability due to changes in the surface microenvironment and degree of multipoint attachment. Hence, it is mandatory to obtain information about the structure of the enzyme protein following interaction with the support surface as well as interactions of the enzymes with other proteins. Characterization technologies at the nanoscale level to study enzymes immobilized on surfaces are crucial to obtain valuable qualitative and quantitative information, including morphological visualization of the immobilized enzymes. These technologies are pertinent to assess efficacy of an immobilization technique and development of future enzyme immobilization strategies.
    Matched MeSH terms: Employment
  20. Chen CF, He HY, Tong YX, Chen XL
    Sci Rep, 2024 Jan 23;14(1):1944.
    PMID: 38253608 DOI: 10.1038/s41598-024-52158-5
    To analyze the public opinion related to the employment situation, a combined approach is proposed to study the valuable ideas from social media. Firstly, the popularity of public opinion was analyzed according to the time series from a statistical point of view. Secondly, the feature extraction was carried out on the public opinion information, and the thematic analysis of the employment environment was carried out based on the Latent Dirichlet Allocation model. Thirdly, the Bert model was used to analyze the sentiment classification and trend of the employment-related public opinion data. Finally, the employment public opinion texts in different regions were studied based on the spatial sequence popularity analysis, keyword difference analysis. A case study in China is conducted to verify the effectiveness of proposed combined approach. Results shown that the popularity of employment public opinion reached the highest level in March 2022. Public opinions towards employment situation are negative. There is a specific relationship between the popularity of employment public opinion in different provinces.
    Matched MeSH terms: Employment
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