Displaying publications 181 - 200 of 813 in total

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  1. Yap YY, Tan SH, Choon SW
    Heliyon, 2022 Jan;8(1):e08765.
    PMID: 35128090 DOI: 10.1016/j.heliyon.2022.e08765
    The population aging and an increased life expectancy are widely recognized social changes. Technologies are believed to improve the elderly's daily lives and maintain their health efficiently. Despite the advantage of adopting technologies, the elderly are slower to adopt new technologies compared to younger adults. This paper presents a Systematic Literature Review (SLR) to identify the different antecedents prevailing in the literature on elderly technology adoption. The SLR classifies and analyzes 26 relevant articles on elderly's technology adoption. Our findings revealed that quantitative approach and cross-sectional studies predominate in this field, building fundamentally upon the technology-driven theories. We identify seven categories of antecedents influencing elderly's use of technology, namely, technology, psychological, social, personal, cost, behavior, and environment antecedents. A conceptual framework for elderly's technology adoption and recommendations were presented. Particular attention is given to the need for in depth study for the antecedents, development of new measurement scales and investigation on the effectiveness of the proposed benefits after technology adoption.
  2. Rodriguez O, Stone W, Schemitsch EH, Zalzal P, Waldman S, Papini M, et al.
    Heliyon, 2017 Oct;3(10):e00420.
    PMID: 29034340 DOI: 10.1016/j.heliyon.2017.e00420
    In an attempt to combat the possibility of bacterial infection and insufficient bone growth around metallic, surgical implants, bioactive glasses may be employed as coatings. In this work, silica-based and borate-based glass series were synthesized for this purpose and subsequently characterized in terms of antibacterial behavior, solubility and cytotoxicity. Borate-based glasses were found to exhibit significantly superior antibacterial properties and increased solubility compared to their silica-based counterparts, with BRT0 and BRT3 (borate-based glasses with 0 and 15 mol% of titanium dioxide incorporated, respectively) outperforming the remainder of the glasses, both borate and silicate based, in these respects. Atomic Absorption Spectroscopy confirmed the release of zinc ions (Zn(2+)), which has been linked to the antibacterial abilities of glasses SRT0, BRT0 and BRT3, with inhibition effectively achieved at concentrations lower than 0.7 ppm. In vitro cytotoxicity studies using MC3T3-E1 osteoblasts confirmed that cell proliferation was affected by all glasses in this study, with decreased proliferation attributed to a faster release of sodium ions over calcium ions in both glass series, factor known to slow cell proliferation in vitro.
  3. Noor AF, Soo TCC, Ghani FM, Goh ZH, Khoo LT, Bhassu S
    Heliyon, 2017 Dec;3(12):e00446.
    PMID: 29322096 DOI: 10.1016/j.heliyon.2017.e00446
    Background: Dystrophin, an essential protein functional in the maintenance of muscle structural integrity is known to be responsible for muscle deterioration during white spot syndrome virus (WSSV) infection among prawn species. Previous studies have shown the upregulation of dystrophin protein in Macrobrachium rosenbergii (the giant freshwater prawn) upon white spot syndrome virus (WSSV) infection. The literature has also suggested the important role of calcium ion alterations in causing such muscle diseases. Thus, the interest of this study lies within the linkage between dystrophin functioning, intracellular calcium and white spot syndrome virus (WSSV) infection condition.

    Methods: In this study, the dystrophin gene from M. rosenbergii (MrDys) was first characterised followed by the characterization of dystrophin gene from a closely related shrimp species, Penaeus monodon (PmDys). Dystrophin sequences from different phyla were then used for evolutionary comparison through BLAST analysis, conserved domain analysis and phylogenetic analysis. The changes in mRNA expression levels of dystrophin and the alteration of intracellular calcium concentrations in WSSV infected muscle cells were then studied.

    Results: A 1246 base pair long dystrophin sequence was identified in the giant freshwater prawn, Macrobrachium rosenbergii (MrDys) followed by 1082 base pair long dystrophin sequence in P. monodon (PmDys). Four conserved domains were identified from the thirteen dystrophin sequences compared which were classified into 5 different phyla. From the phylogenetic analysis, aside from PmDys, the characterised MrDys was shown to be most similar to the invertebrate phylum of Nematoda. In addition, an initial down-regulation of dystrophin gene expression followed by eventual up-regulation, together with an increase in intracellular calcium concentration [Ca2+]
    i
    were shown upon WSSV experimental infection.

    Discussion: Both the functionality of the dystrophin protein and the intracellular calcium concentration were affected by WSSV infection which resulted in progressive muscle degeneration. An increased understanding of the role of dystrophin-calcium in MrDys and the interactions between these two components is necessary to prevent or reduce occurrences of muscle degeneration caused by WSSV infection, thereby reducing economic losses in the prawn farming industry from such disease.

  4. Mohamed J, Abdul-Hamid H, Mohamed E, Mohamad-Ismail FN, Abiri R, Jalil AM, et al.
    Heliyon, 2022 Dec;8(12):e12206.
    PMID: 36536908 DOI: 10.1016/j.heliyon.2022.e12206
    Understanding the productivity and physiological status of an organ (rhizome) function can lead into a sustainable production of sympodial bamboo. Nutrient elements and ash content (AC) are among the indicators to indicate the productivity and physiological status of an individual bamboo organ. The present study aimed to (a) determine the concentration of macronutrient elements of Gigantochloa scortechinii's rhizomes at four different ages collected at three study sites, and (b) investigate their relationship with AC. The destructive sampling was conducted on a set of four consecutive rhizomes using the selective random sampling method. Middle rhizome wall portion was used to determine the macronutrient elements and AC. All primary and secondary macronutrients were found to be different (p ≤ 0.01) at different study sites, except for the magnesium (Mg). The changes in nitrogen (N), phosphorus (P), potassium (K), calcium (Ca), and Mg from new sprout to mature rhizome showed a strongly positive relationship with AC. Thus, the N, P, K, Ca, and Mg concentrations decreased with rhizome age, resulting in a decrease in AC. The present study suggests that the suitable harvesting of individual bamboo culm and rhizome is at mature and older age while the remaining younger age bamboo is kept being grown so that the bamboo production is sustainable in terms of the physiological functions.
  5. Yani MT, Mahfud C, Rangga Sa'adillah SAP, Bustami MR, Maskuri, Taufiq A
    Heliyon, 2022 Dec;8(12):e12218.
    PMID: 36544840 DOI: 10.1016/j.heliyon.2022.e12218
    The present study was designed to investigate the political interactions of Kiai of Nahdlatul Ulama (NU) in the national political arena and its current impact on the Indonesian Muslim community. The data were garnered through interviews and focus group discussions with Kiai and related parties. The results of the study suggest that the political orientation of the Kiai of NU in Indonesia is oriented to pragmatism and oriented to piety idealism in politics based on Islamic ethics. The Kiai, as a symbol of religious leaders, is expected to lead the Muslim community on a political path that is valuable and morally based. The phenomenon of Kiai interaction in practical politics is a significant leap and break that should be translated into a more comprehensive political perspective on social and historical aspects. The study findings implicate that Kiai as a religious figure, should be put on the front row for Indonesian political discourses among Nahdlatul Ulama followers.
  6. Othman N, Tahir MS, Joremi L
    Heliyon, 2022 Nov;8(11):e11903.
    PMID: 36458305 DOI: 10.1016/j.heliyon.2022.e11903
    The Covid-19 pandemic has led to a surge in demand for oleochemicals, due to the increased demand for cleaning and disinfectants products. Since Malaysia is one of the world's largest palm oil producers, the demand for oleochemicals will be a key driver supporting the Malaysian palm oil industry. Palm oil is used in millions of products, from foods to soaps, personal care products cosmetics, and biodiesel feedstock. Currently, palm oil related exports are still highly dependent on the upstream segments such as crude palm oil (CPO), with a total contribution to the overall industry of 81.4%. In comparison, that downstream contribution is still low at about 18.6%. It is thus important to expand the production and export of high-value-added palm oil downstream products, including oleochemicals products. Therefore, this study aims to assess Malaysia's relative competitiveness in oleochemical products as compared to the main oil and fat producing countries - namely Indonesia, China, the European Union (EU) member states, the United States and Argentina. We examine the trade competitiveness by using the Revealed Trade Advantage (RTA) developed by Vollrath (1991) and utilizing yearly data spanning from 1999 until 2019. We also analyze the duration of comparative advantage using Kaplan-Meier Analysis. The results indicate that Malaysia has higher and more stable trade advantages relative to other main producers of oleochemical products.
  7. Abd Rahim SH, Zainol N, Samad KA
    Heliyon, 2022 Nov;8(11):e11851.
    PMID: 36458307 DOI: 10.1016/j.heliyon.2022.e11851
    The abundance of pineapple waste generated in Malaysia has becomes a serious issue as it puts our environment in grave danger. The presence of chlorophyll in pineapple waste has attracted many researchers to produce a natural dye from chlorophyll as a sensitizer for solar cells. Natural dyes can be considered a promising substitute for synthetic dyes as they are more environmentally friendly and cost less when compared to the synthetic dyes that are currently available on the market. This research aims to optimize the conditions of chlorophyll extraction from pineapple leaves using a mechanical extraction method. A response surface methodology was used to design an experimental design table using a central composite design based on two significant factors. The extraction cycle and the storage time varied between 1 and 5 cycles and 7 and 9 h, respectively, were studied. From the study, the maximum concentration of total chlorophyll (TC) was 693.292 mg/L. The optimum conditions for extraction cycle and storage time were at 3 cycles and 8 h, respectively. Among those two factors, it has been discovered that the storage time has a smaller p-value (p = 0.1106) than the extraction cycle, indicating that this factor was the critical factor affecting the TC concentration. The value of R2 for the analysis was 0.8673, making the analysis a well-fitted model. Thus, it has been established that the models are suitable for optimizing the extraction conditions in order to maximize the concentration of TC using the mechanical method.
  8. Al-Mazaideh GM, Al-Mustafa AH, Alnasser SMA, Nassir-Allah I, Tarawneh KA, Al-Rimawi F, et al.
    Heliyon, 2022 Nov;8(11):e11516.
    PMID: 36468128 DOI: 10.1016/j.heliyon.2022.e11516
    BACKGROUND: Crataegus aronia (C. aronia) extracts have been used medicinally since ancient times and are often utilized in traditional Arab medicine. An extensive study has revealed that Crataegus species have antioxidant, antibacterial, anti-inflammatory, and hypotensive properties.

    OBJECTIVES: This work was performed to explore the phytochemical contents of C. aronia extract, as well as its antioxidant and antibacterial properties, and to assess the lipid peroxidation level as an oxidative stress biomarker in erythrocytes.

    METHODS: Chemical constituents in the methanolic extract of C. aronia were identified by gas chromatography-mass spectrometry and their relative concentrations were determined. The antioxidant activity of C. aronia extract was determined using the 2,2-diphenyl-1-picrylhydrazyl (DPPH) and ferric reducing antioxidant power (FRAP) assays. The effect of C. aronia on the concentration of malondialdehyde (MDA) in the erythrocyte hemolysates was studied. Also, the crude extract was assessed for its antimicrobial activity through agar diffusion and microbroth dilution assays.

    KEY FINDINGS: The DPPH IC50 value of the extract showed that the antioxidants activity was equal to (14.3 μg/mL) and according to FRAP assay, the antioxidant activity was in the range of 33.9 μmol-82.86 μmol Fe+2/g dw. The extract exerts a protective effect against oxidative stress in RBCs and shows a 50% inhibition of malonyldialdehyde (MDA) at 39.48 μg/mL extract. Minimum inhibitory concentrations were found in the range of 800-1000 μg/mL of leave extracts. The phytochemical analysis showed that the total phenols, flavonoids, and flavonols content were 494.071 mg GAE/g extract, 155.251 mg RE/g extract, and 103.2049 mg RE/g extract). C. aronia extract contains alkaloids, flavonoids, terpenoids, and steroids. Crude extract of C. aronia was more potent in inhibiting the growth of B. subtilis, S. aureus and M. luteus with MIC and MBC values of 800,800 and 1000 μg/mL, respectively. According to GC-MS, 20 compounds were identified: dihydro-3-methylene-5-methyl-2-furanone (14.71%), hexanoic acid (6.57%), ethyl 3,5-ditert-butyl-4-hydroxybenzoate (6.4%), N, N-dimethylheptadecan-1-amine (4.91%), methyl 2-oxobutanoate (4.14%), glyceraldehyde (3.98%), and 2-methoxy-1-(2-nitroethenyl)-3-phenylmethoxybenzene (3.16%), were the major constituents.

    CONCLUSION: This study may open a window of hope for children with Glucose-6-phosphate dehydrogenase disorder by possible utilization of the active ingredients of C. aronia to minimize both oxidative stress and infection which negatively impact the disease sequelae.According to these in vitro experiments, this plant extract has a significant amount of natural antioxidants, which may aid in the protection of various oxidative stresses. As a result, employing the active components of C. aronia to minimize oxidative stress and infection, both of which have a detrimental impact on disease sequelae, may bring hope to children with Glucose-6-phosphate dehydrogenase disorder.

  9. Tarjo T, Anggono A, Yuliana R, Prasetyono P, Syarif M, Alkirom Wildan M, et al.
    Heliyon, 2022 Dec;8(12):e11907.
    PMID: 36471844 DOI: 10.1016/j.heliyon.2022.e11907
    The purpose of this research is to determine if financial fraud can lessen the direct impact of Corporate Social Responsibility (CSR) on firm value. Proxies of the CSR are fourth-generation of the Initiative Global Reporting, religiosity, Philanthropy, Voluntary Environmental Disclosure Index, and ISO 26000. The company's value proxy is Price Book Value and Profit Margin. At the same time, the proxy of financial fraud is the F-Score model. This researcher researches mining companies engaged in Indonesia and Malaysia's oil and gas sectors. This study uses a fixed effect model based on the Hausman diagnostic test statistics. This research reveals evidence that financial fraud can reduce the impact of CSR on a firm's value.
  10. Sa'aidi AF, Farrahnoor A, Zuhailawati H
    Heliyon, 2022 Nov;8(11):e11602.
    PMID: 36439777 DOI: 10.1016/j.heliyon.2022.e11602
    Commercially pure titanium (cp-Ti) and Ti-6Al-4V alloy have emerged as excellent candidates for use as biomaterials in medical implants due to their high strength-to-weight ratio and biocompatibility. β-type Ti alloys composed of non-toxic metallic elements such as niobium (Nb) have been extensively studied in order to resolve the issue of a high elastic modulus and toxicity of certain elements, particularly in Ti-6Al-4V alloy. Titanium hydride (TiH2) has recently received a lot of attention due to its densification, oxidation levels, and material costs. Powder metallurgy combined with mechanical alloying has become an attractive route for producing near-net shape components of Ti-based alloys, mainly where porosity control and better homogeneity are required. This review aims to create a platform for investigating the feasibility of producing Ti from TiH2 via a dehydrogenation process. The dehydrogenation behaviour of TiH2 is affected by variables such as sintering condition, alloying element, and particle size. The review revealed that TiH2 decomposition occurs at various temperatures (400 °C to 800 °C), resulting in the formation of several sequences of phases. Although the dehydrogenation process was unaffected, the addition of alloying elements was found to change the starting and ending temperatures of the reactions. The use of vacuum accelerates the dehydrogenation process more than argon flow. TiH2 powder with smaller particle size, on the other hand, eliminates hydrogen faster than larger ones due to the larger surface area exposed. This review also looks at the best processing conditions for getting a high concentration of β phase in Ti-Nb alloys. β-type titanium alloys with a low elastic modulus (10-40 GPa) similar to human bone are a potential strategy for reducing premature implant failure.
  11. Ansar A, Ahmad Yahaya AN, Kamil AA, Sabani R, Murad M, Aisyah S
    Heliyon, 2022 Oct;8(10):e11060.
    PMID: 36281398 DOI: 10.1016/j.heliyon.2022.e11060
    Spray dryer had long been used to dry liquid materials and produce dry crystalline products. However, the drying of the bittern to produce quality salt crystals has not been widely published. Therefore, the purpose of this study was to examine the effect of drying conditions of the bittern using a spray dryer to produce salt with a high natrium chloride (NaCl) content. Drying was carried out in the hot air temperature (105-125 °C), drying air flow rate (25-45 ml/min), feed flow rate (20-30 ml/min), and concentration of maltodextrin (10-30%). The parameters were observed water content, NaCl content, yield, and mean particle diameter size (MPDS). The results showed that the inlet air temperature of 125 °C can significantly reduce the water content faster and produce higher NaCl levels than the inlet air temperature of 105 °C. The salt crystals produced at higher maltodextrin concentrations have lower water content and high NaCl content. The best-operating conditions are at a hot air temperature of 125 °C, a drying airflow rate of 45 m/s, and a maltodextrin concentration of 25% because it produces salt crystals with high NaCl content. Overall, these results indicate that the bittern can be dried using a spray dryer with potential NaCl content as a raw material for the pharmaceutical industry.
  12. Ansar, Ahmad Yahaya AN, Kamil AA, Sabani R, Murad, Aisyah S
    Heliyon, 2022 Dec;8(12):e12455.
    PMID: 36619405 DOI: 10.1016/j.heliyon.2022.e12455
    [This corrects the article DOI: 10.1016/j.heliyon.2022.e11060.].
  13. Ghani LA, Mahmood NZ, Ismail R, Sa'at SA, Ali N, Mohd Zakuan SA
    Heliyon, 2022 Dec;8(12):e12309.
    PMID: 36619421 DOI: 10.1016/j.heliyon.2022.e12309
    The research on food flow network is unpredictable as the approaches employed are more targeted at specific study points, often excluding spatial and temporal changes. The research questions must still address why and how food flow moves in the entire supply chain system. This study aims to investigate the movement of food flow using national statistics, comprising of four main subsystems: agriculture, nutrition, waste, wastewater management, and the environment by using the Material Flow Analysis (MFA) approach. Comprehensive research using primary and secondary data including literature reviews have successfully bridged the knowledge gap on food supply chain management in Malaysia. This article provides new contributions through the considerations of food safety and the opportunity to understand flow issues that are connected to hotspots, closed flow, and economic circulars. Additionally, this study acts as a simple guide for policymakers to manage the imbalances of food supply in certain areas. From the perspective of food waste management, several important strategies were successfully formulated to combat the leakage of food waste flow and financial burden while highlighting the need for local social actors' involvement to fulfil Malaysia's agenda of Sustainable Development Goals.
  14. Allouzi MMA, Allouzi SMA, Keng ZX, Supramaniam CV, Singh A, Chong S
    Heliyon, 2022 Dec;8(12):e12609.
    PMID: 36619398 DOI: 10.1016/j.heliyon.2022.e12609
    This paper provides a mini review of liquid biofertilizers, which have been proven to perform better than the other forms in lasting for longer periods of time, improving crop quality, and requiring less amounts for application. The production of liquid biofertilizers, types of liquid inoculants, and their effect on plant growth are covered in this review. Liquid biofertilizers can be made from wastes and by-products of several industries, making zero or near-zero discharge possible and thus gearing towards circular economy. Despite their usefulness in enhancing crop quality and eco-friendliness, in order to compete with chemical fertilizers, there are a number of challenges to overcome, such as extending the shelf life, making them more susceptible to seasonal climate conditions and soil types, and development of suitable machineries for production and application. More field trials, cost-benefit analysis and long-term studies should also be evaluated for commercialization purposes.
  15. Saengsupavanich C, Ariffin EH, Yun LS, Pereira DA
    Heliyon, 2022 Dec;8(12):e12626.
    PMID: 36619456 DOI: 10.1016/j.heliyon.2022.e12626
    Coastlines are constantly threatened by erosion. Effective coastal defense structures with the least environmental impacts are increasingly required. Submerged and emerged breakwaters have been implemented globally, while positively or negatively creating impacts on the environment. One of the most significant concerns in applying breakwaters is how to minimize their undesirable consequences on the environment. Thus, a thorough understanding of how submerged and emerged breakwaters affect the surrounding environment must be achieved. This article critically reviews and summarizes their environmental impacts on beach morphology, hydrodynamics, ecology, tourism, and recreation, as well as other notable impacts. This is a review article that may help coastal practitioners to manage coastal erosion with breakwaters more sustainably.
  16. Lilian A
    Heliyon, 2022 Dec;8(12):e11913.
    PMID: 36478815 DOI: 10.1016/j.heliyon.2022.e11913
    Students who are intrinsically motivated will frequently perform better than those who are not. This paper examined the relationship between motivational belief strategies and digital literacy in digital learning among university students. Motivational belief is an intrinsic motivation that encourages an individual to self-motivate through specific strategies. This paper has its aims to contribute to assisting students, and academics in utilizing the right motivational strategies to elevate students' digital literacy. Although there is a plethora of studies given students' motivation, studies of motivational belief strategies for elevating digital literacy are still rudimentary. To achieve the research aim, three hypotheses were formulated. A total of 583 respondents were analysed empirically using structural equation modeling-partial least-squares analysis. The findings of the study corroborate a positive and significant relationship between motivational belief strategies and digital literacy competency which signifies the important role of self-motivation in promoting digital literacy as well as preparing students to be a part of the digital future.
  17. Widiastuti T, Mawardi I, Zulaikha S, Herianingrum S, Robani A, Al Mustofa MU, et al.
    Heliyon, 2022 Dec;8(12):e11885.
    PMID: 36478817 DOI: 10.1016/j.heliyon.2022.e11885
    This research aims to examine the effects of the Islamic social finance (zakat), the Islamic Human Development Index (IHDI), and the quality of governance on poverty alleviation in 39 Organization of Islamic Cooperation (OIC) member countries from 2007 to 2020. This study uses a fixed effect model to analyze the relationship between variables. The findings show that the Islamic human development index, as a proxy for the quality of human resources, supports the reduction of poverty in OIC countries. Furthermore, the zakat, voice and accountability, and trade openness have a negative and significant relationship with poverty. The quality of governance, population, inflation, and exchange rate, on the other hand, has no significant effect on the poverty rate. These findings can be used as the foundation for state government as the policymaker to solve poverty. The uniqueness of this study is the application of the modified human development index based on the five Islamic objectives and empirically investigates its impact on poverty.
  18. Altoyuri AH, Syarif J, Sajuri Z
    Heliyon, 2022 Dec;8(12):e11837.
    PMID: 36478825 DOI: 10.1016/j.heliyon.2022.e11837
    Molecular dynamics was applied to simulate ECAP of single-crystal magnesium at room temperature. Four samples with different orientations were processed, and the grain structure, grain fragmentation, slip systems, strain, and twin formation were analyzed. The initial orientation played a substantial role in the strain and deformation experienced by the samples during both stages of deformation. Compressions initially occurred before extrusion, and simple shear occurred in the deformation zone during extrusion. The samples nucleated a { 10 1 ¯ 2 } tension twin during compression, and the tension twin grew to immediately cover the entire sample, effectively changing the orientation of the sample. Additionally, stacking faults acted as a precursor for the { 10 1 ¯ 2 } tension twin. The strain was strongly correlated with the shear factor, that is, a high shear factor resulted in low strain. Moreover, discrepancy occurred between theoretical and actual shear strain due to two factors. First, theoretical shear is considered to be simple shear occurring entirely in the deformation zone; it does not consider the shear strain due to the normal stress in the compression phase. Second, deformation is considered to be homogenous and isotropic, and it does not take into account the initial grain orientation and the anisotropic nature of magnesium.
  19. Narayanan E, Binti Ismail WR, Bin Mustafa Z
    Heliyon, 2022 Dec;8(12):e11925.
    PMID: 36506397 DOI: 10.1016/j.heliyon.2022.e11925
    Innovation imbued in every sector in every part of the world is essential to growth and development. The National Innovation Systems (NIS) use their resources to support economies in different countries foster a novel environment. Therefore, this study is an attempt to examine the efficiency of NIS as measured by scholars in the past using Data Envelopment Analysis (DEA). Through a systematic literature review, this study aims to show the current dearth of studies on the efficiency of NIS. The literature is categorized accordingly and provides a framework with recommendations for future research. With the advent of technical tools, DEA programming methods other than traditional DEA such as network, relational network, dynamic network, slack based model, and super efficiency DEA have emerged. This enables the calculation of innovation efficiency to be efficient and reliable. As a result, DEA is regarded as a powerful tool for assessing the relative efficiency of NIS, which employs multiple inputs to generate multiple outputs. The results also suggest that future research is needed on the efficiency of innovation by paying more attention to cross-countries studies based on regions, geographical areas, participation in free trade blocs, and a group of tie-up countries involved, especially with comparative analyses regardless of the country classification. Another important observation is that there are few studies that focus on the efficiency of middle- and low-income countries. The comparative analysis of innovation efficiency across income groups enables NIS to benchmark itself against best-in-class innovators and improve their innovation performance and ranking. These findings provide an opportunity to further investigate how NIS add value and sustainability to countries by improving resource management capabilities to improve innovation efficiency.
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