manova analysis
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2021 ◽  
Vol 5 (3) ◽  
pp. 54-62
Author(s):  
Nhung Thi Tuyet Pham

Assessment or internal quality assurance (IQA) processes have often been driven by external stakeholders such as accreditation and governmental agencies of higher education, which are focused on accountability rather than quality improvement. This research examined how private and non-profit Doctoral and Research institutions with less public financial dependence and accountability requirements adopted the Excellence in Assessment (EIA) rubric to improve their IQA models that supports improvement. A survey based on National Institute of Learning Outcomes Assessment (NILOA) EIA rubric was sent to the ASSESS Listserv to learn if there was a difference in EIA scores related to source of funding and Carnegie characteristics. A two-way MANOVA analysis of the survey responses showed that there was no difference in IQA practice followed EIA rubric between source of funding (public and non-profit private institutions) and Carnegie classification (Research and Comprehensive). Recommendations are made regarding the reliability of the EIA rubric. The EIA designation can serve as a framework for U.S. and non-U.S. higher education institutions to benchmark and improve the current IQA processes.


Author(s):  
Jamaris ◽  
Hendra Hidayat ◽  
Anggarda Paramita Muji

The use of mobile learning applications in current conditions and the challenges of learning in the digital era has become a necessity and cannot be avoided for efficiency and effectiveness in learning anywhere and anytime. This study aims to analyze the Effect of Learning Readiness and Community Learning Toward Technology Management and Mobile Learning. Besides that, it also looks at how effective the application of mobile learning applications is in learning. This research is quasi-experimental research. The research design used is a posttest-only design, with a sample of 150 people and selected by proportional stratified random sampling technique. Data were analyzed using one-way Multivariate Analysis of Variance (One-way MANOVA). Analysis of the implementation of the mobile learning application using descriptive statistics. The results of this study reveal that community learning and readiness to learn together can be factors that influence student mobile learning and technology management. The application of Technology Management and Mobile Learning is very helpful in overcoming educational gaps and barriers in society and higher education, the results of the use of mobile learning applications have a very effective impact on the education process for better quality education.


2021 ◽  
Vol 912 (1) ◽  
pp. 012084
Author(s):  
A B Rangkuti ◽  
A Susilowati ◽  
H Arinah ◽  
L Irmayanti ◽  
I Z Siregar ◽  
...  

Abstract Shorea is one of the largest genera of the Dipterocarpaceae family that dominates Indonesian forests. This genus has an essential role in meeting the supply of wood, both at home and abroad. There are 194 species of shorea in the tropics. However, there is a high degree of similarity between one species and another, making it difficult to identify it. This study aims to estimate the variation of leaf morphology among 6 species of shorea at PT. Reki using multivariate analysis. Multivariate analysis is a statistical technique for analyzing data with a large number of variables. PCA (Principal component analysis), Biplot, and Manova were the three species of multivariate analysis used in this study. The results of PCA analysis showed that the variables of leaf elongation (PR), lamina length (PL) and leaf width to the base of the leaf (LP) had a strong relationship so that they could be used as a differentiator for the 6 shorea species. Biplot analysis showed that Shorea parvifolia, Shorea acuminata and Shorea leprosula had high similarities. It is also indicated by the leaves of the three species, which are more round in shape. The results of the Manova analysis showed a significant value <0.005, which means that all the variables tested have differences from one another. Shorea acuminata and Shorea leprosula have high similarity, and it is also indicated by the leaves of the three species, which are more round in shape.


2021 ◽  
Vol 10 (3) ◽  
pp. 215-226
Author(s):  
Baiq Ertin Helmida ◽  
Rosyia Wardani ◽  
Harianto Harianto

This study aims to analyze differences in work motivation and job satisfaction based on gender in the Utan Health Center in Sumbawa Regency. The subjects in this study were all employees of the Utan Health Center in Sumbawa Regency. This study used a sample of 60 employees, consisting of 15 male employees and 45 female employees. The sampling technique in this study uses Disproportionate stratified random sampling and to test the hypothesis MANOVA analysis tools are used with a significance level of 5%. The results of the data analysis show that there is a significant difference in the work motivation of male employees and female employees at Puskesmas Utan, Kabupaten Sumbawa, where the significance value is 0.002 <0.05. Meanwhile, the results of the job satisfaction variable showed that there was no significant difference between male employees and female employees at the Puskesmas, Kabupaten Sumbawa, where the significance value was 0.138> 0.05.Keywords:Analysis Differences in Work Motivation and Job Satisfaction Based on Gender


2021 ◽  
Vol 29 (3) ◽  
pp. 151-161
Author(s):  
Elina Mikelsone ◽  
Aivars Spilbergs ◽  
Jean-Pierre Segers

Purpose: Research web-based idea management system (IMS) application benefits and their relations with different IMS types and how it is all related to the IMS results – idea quality, idea quantity and involvement. Design/Method/Approach: On the basis of a commercially available web-based IMS study and the analysis of cases of the IMS use, the main benefits of IMS were identified. The survey verified the most typical benefits for the IMS use. On the basis of a thematic analysis of the benefits, they were grouped together in advance in the thematic groups that were addressed. Data collection: the survey of 400 enterprises with web-based IMS experience was carried out. Data analysis: descriptive statistics and MANOVA analysis were utilized. Findings: The potential benefits of IMS in 4 main groups: the benefits of an idea management (IM) process, the benefits of innovation management, the benefits of cooperation, and the benefits of general management were determined.  According to MANOVA, all groups of benefits have strong connections with all types of a web-based IMS. Originality/Value: This study fills the previously identified need to clarify the types of IMS and their impact on the results and benefits of IMS application. Academic contribution to the study is (1) it is the broadest survey-based study of the web-based IMS benefits; (2) it applies two classifications of IMS; (3) it explores relations among the results, benefits and IMS types. Practical contribution is the outcomes of the study will help companies to understand what results can be achieved using different types of IMS. Research Limitations/Future Research: This research opens avenues for the future research on the web-based IMS application in organizations exploring each of the benefit relations with the web-based IMS types.   Paper type: Empirical.


2021 ◽  
Vol 9 (8) ◽  
pp. 56-63
Author(s):  
Md Ashraful Islam ◽  
Md Rokonuzzaman

The main objective of the study is to determine the impact of migration on remittance for some different countries in SAARC region. Country wise yearly data of outflows migrations and inflows remittances from 1990 to 2017 are collected from 6 countries in SAARC region which are considered in the analysis. To complete this study, some statistical analysis like as multivariate analysis and panel analysis are computed. The highest number of average migrant is found in India with yearly average number of out migrant is 209992 and average inflow remittances is 33214.45 million US dollars which is also high among these six countries, whereas the lowest number of out migrated people are found in Maldives with a yearly average number of migrants is 437 and the amount of average inflows remittances is 3.08 million US dollars which is also lowest among in SARRC countries. India, Bangladesh and Pakistan are comparatively high out migrated countries as well as high remittance receiving countries. In MANOVA analysis, significant Hotelling test statistic indicates the population mean vector with migration and remittances for different countries in SAARC region are not equal. LM test statistic supported to run a panel regression model for analyzing the data. Furthermore significant Hausman test statistic suggests for analyzing fixed effect panel regression model. Outputs from panel regression model show that there have significant positive contributions of migration for all of these countries to the remittance. i.e. if the outflows migration of these region increases, the yearly average inflows remittance will be increased. Considering Bangladesh as a base country in dummy variable regression model in panel analysis, all others countries have significant contribution of migrations to remittances compared with that of Bangladesh. One can use simulation study for getting fruitful results. Also the researcher can apply discrimination analysis to get better results.


2021 ◽  
Vol 5 (2) ◽  
pp. 174
Author(s):  
Naimah Naimah ◽  
Wahyu Setyaningsih

  Abstract Clean and Healthy Living Behavior (CHLB) is an effort to improve health quality through clean and healthy daily life behaviors. The problem of health behavior in children is related to personal hygiene, the environment, and the emergence of various diseases that often attack children. One of the preventive measures is to teach CHLB to children as early as possible by using interesting and easy-to-understand media for children. This study aims to determine the effect of a combination of a pop-up book and poster media on the ability of CHLB children aged 6-12 years. This study used a cross-sectional approach with 90 respondents divided into 3 groups. Collecting data using a questionnaire and analyzed by univariate, bivariate, and multivariate. The results showed that 66.67% of respondents had knowledge in the sufficient category and 10% in the less category before being given a combination of the two methods. Each respondent experienced a significant change in their knowledge. Statistical testing with MANOVA analysis on the comparison between treatment groups on knowledge, attitudes, and behavior obtained a calculated F value of 172,000 with a significance of <0.001 indicating that there were significant differences between treatment groups on knowledge, attitudes, and behavior. The use of pop-up books and posters can be used in the learning process because they have a major impact on increasing children's knowledge, attitudes, and behavior in an effort to maintain health through clean and healthy living behaviors. 


Author(s):  
Dr. Aarti

– The purpose of this paper is to investigate the decision making process adopted by consumers while buying the mobile handsets and to study the consumer buying behaviour towards mobile handsets. Design/methodology/approach –Consumer behaviour is observed and analyzed with the help of descriptive analysis. The effect of internal factors has been seen on this decision making process. For this purpose MANOVA analysis has been put to use. Wilk’s lambda has been considered as an analysis factor. Findings – Consumers’ buying behaviour depends upon their purpose behind buying a mobile phone. Choice of their phones differs on the basis of various functions they performed on phone; they focus on buying the phone they are familiar with and which fulfills their purpose. Research limitations/implications – Even though the world as a whole is rapidly adopting smart phones, there is a high degree of variation in how they have been adopted in different parts of the world. Practical implications – In the present competitive world, growth of smart phones is a truly global story; there are lots of important factors which create differences in how technology has evolved in different countries. Originality/value – This paper contributes to the knowledge of the marketers about mobile handsets in several ways. It would also be helpful for the marketers to know the actual decision making process followed by them while buying a new mobile handset, which will help them in formulating their strategies to attract the customers.


2021 ◽  
Vol 15 (1) ◽  
pp. 105-118
Author(s):  
Karina Noelia Hendrie Kupczyszyn ◽  
Laura Oros

The present study aims to describe social skills in the late childhood and to analyze the ways in which they influence the ability to cope with stress. Social skills are defined as specific and necessary social dexterities to adequately perform an interpersonal task. They allow the expression of feelings, desires, attitudes, opinions and rights in an appropriate way. Therefore, they are of great value when it comes to strengthening relationships, adjusting to environmental demands and selecting adaptive strategies to cope with stress. An empirical, quantitative, ex post facto study was conducted with a sample of 223 children of both sexes, between 9 and 12 years old (M = 10.61, SD = 1.10), from the provinces of Chaco and Misiones, Argentina. The measuring instruments used in this research were the Argentine Coping Questionnaire for Children and the Appropriate Social Skills Subscale of Matson, validated in Argentina. The results showed the presence of a moderately high level of social skills in children, without differences due to gender or age. Through multivariate analysis of variance (MANOVA) analysis, a significant influence of social skills on coping with stress was observed. Children who obtained high scores in measurements of social skills showed also high scores in logical analysis, cognitive restructuring, proactive problem-solving, a propensity to seek advice and support, and lower values of emotional release.


2021 ◽  
pp. 097215092110135
Author(s):  
Arif Hartono ◽  
Asma'i Ishak ◽  
Agus Abdurrahman ◽  
Budi Astuti ◽  
Endy Gunanto Marsasi ◽  
...  

Although existing studies on consumers typology are extensively conducted, insights on consumers typology in adapting their shopping attitude and behaviour during the COVID-19 pandemic remain unexplored. Current studies on consumer responses to the COVID-19 pandemic tend to focus on the following themes: panic buying behaviour, consumer spending and consumer consumption. This study explores a typology of adaptive shopping patterns in response to the COVID-19 pandemic. The study involved a survey of 465 Indonesian consumers. Principal component analysis is used to identify the variables related to adaptive shopping patterns. Cluster analysis of the factor scores obtained on the adaptive shopping attitude and behaviour revealed the typology of Indonesian shoppers’ adaptive patterns. Multivariate Analysis of Variance (MANOVA) analysis is used to profile the identified clusters based on attitude, behaviour and demographic characteristics. Results revealed five adaptive shopping patterns with substantial differences among them. This study provides in-depth information about the profile of Indonesian shoppers’ adaptive patterns that would help retailers in understanding consumers and choosing their target group. The major contribution of this study is providing segmentation on shopping adaptive patterns in the context of the COVID-19 pandemic which presents interesting differences compared with previous studies. This study reveals new insights on shoppers’ adaptive attitude and behaviour as consumers coped with the pandemic.


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