Pub Date : 2021-12-31DOI: 10.55990/umimrj.v6i1.601
Edward J. Fernandez, Beans Heaven Duron, Marc Reyangel Montiveles, Charisse Barbosa
This paper describes the development of Pawster Care mobile application. This app allows Davao City Veterinary Office, private organizations, and private owners in searching for their pets a potential adopter and finding a new home. Moreover, this study aimed to help implement Republic Act No. 8485, Section 6, that forbids any person to commit pet cruelty acts, by providing pet cruelty reporting module. The app has been developed for the Android platform. The researchers performed agile scrum throughout the management and development of the software. Also, the researchers utilized Item-based Collaborative Filtering implementing Pearson correlation and k-nearest neighbor algorithm to produce a list of recommended pets for adoption for each user. The app described in this work was tested by a representative from the Davao City Veterinary Office, pet owners, and potential pet adopters. Results from this study show that the app can help the agency or private individuals find for their pet a potential adopter. Moreover, app user can easily report pet cruelty. The app can be further improved by adding the following features: real-time chat, location auto-complete when submitting a report, and improve the prediction accuracy of recommender systems using other data mining techniques.
{"title":"Pawster Care: An Android-based Pet Cruelty Reporting and Adoption Application with Recommender System","authors":"Edward J. Fernandez, Beans Heaven Duron, Marc Reyangel Montiveles, Charisse Barbosa","doi":"10.55990/umimrj.v6i1.601","DOIUrl":"https://doi.org/10.55990/umimrj.v6i1.601","url":null,"abstract":"This paper describes the development of Pawster Care mobile application. This app allows Davao City Veterinary Office, private organizations, and private owners in searching for their pets a potential adopter and finding a new home. Moreover, this study aimed to help implement Republic Act No. 8485, Section 6, that forbids any person to commit pet cruelty acts, by providing pet cruelty reporting module. The app has been developed for the Android platform. The researchers performed agile scrum throughout the management and development of the software. Also, the researchers utilized Item-based Collaborative Filtering implementing Pearson correlation and k-nearest neighbor algorithm to produce a list of recommended pets for adoption for each user. The app described in this work was tested by a representative from the Davao City Veterinary Office, pet owners, and potential pet adopters. Results from this study show that the app can help the agency or private individuals find for their pet a potential adopter. Moreover, app user can easily report pet cruelty. The app can be further improved by adding the following features: real-time chat, location auto-complete when submitting a report, and improve the prediction accuracy of recommender systems using other data mining techniques.","PeriodicalId":234087,"journal":{"name":"University of Mindanao International Multidisciplinary Research Journal","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115379680","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-12-31DOI: 10.55990/umimrj.v6i1.605
Rolly Impas, J. V. Murcia, Gaudencio Abellanosa
The study endeavored to identify the measures of service quality of multipurpose cooperatives in Digos City. The study followed a sequential exploratory design implemented using survey method involving 367 active members of multi-purpose cooperatives (response rate of 91.75%) responding on a 48-item scale of developed service quality. In analyzing the data, exploratory factor analysis was used with principal components analysis to extract the number of dimensions. Results revealed four measures can be extracted from the 48 items submitted for exploratory factor analysis, named as accommodation and reliability, assurance and empathy, accessibility, and service efficiency. Implications on the utility of the framework developed from the analysis were discussed, as well as the context and applicability of the measures for other institutions.
{"title":"Dimensions of service quality of multipurpose cooperatives in Southern Mindanao Region, Philippines: A multivariate approach","authors":"Rolly Impas, J. V. Murcia, Gaudencio Abellanosa","doi":"10.55990/umimrj.v6i1.605","DOIUrl":"https://doi.org/10.55990/umimrj.v6i1.605","url":null,"abstract":"The study endeavored to identify the measures of service quality of multipurpose cooperatives in Digos City. The study followed a sequential exploratory design implemented using survey method involving 367 active members of multi-purpose cooperatives (response rate of 91.75%) responding on a 48-item scale of developed service quality. In analyzing the data, exploratory factor analysis was used with principal components analysis to extract the number of dimensions. Results revealed four measures can be extracted from the 48 items submitted for exploratory factor analysis, named as accommodation and reliability, assurance and empathy, accessibility, and service efficiency. Implications on the utility of the framework developed from the analysis were discussed, as well as the context and applicability of the measures for other institutions.","PeriodicalId":234087,"journal":{"name":"University of Mindanao International Multidisciplinary Research Journal","volume":"137 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124300870","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2020-12-31DOI: 10.55990/umimrj.v5i1.503
John Mark Alcaria, A. Capili
This study aims to investigate and find a suitable model for forecasting the leptospirosis incidence in the Philippines. The Box-Jenkins approach was utilized in the development of an appropriate model. The dataset was retrieved from the Epidemiology Bureau of the Department of Health containing the weekly number of leptospirosis cases in the Philippines from 2016 to 2018. This dataset was analyzed using the R software. The original series is nonstationary with indications of non-constant variance. Box-Cox transformation and ordinary differencing were performed on the series. The transformed series was analyzed and the results show that ARIMA(0,1,0) or the random walk model is the most appropriate model for forecasting leptospirosis incidence. The residuals and forecast errors of the fitted model behave like a white noise process. The fitted model may be used for forecasting the future number of leptospirosis cases in the Philippines.
{"title":"Forecasting leptospirosis incidence in the Philippines using the Box–Jenkins method","authors":"John Mark Alcaria, A. Capili","doi":"10.55990/umimrj.v5i1.503","DOIUrl":"https://doi.org/10.55990/umimrj.v5i1.503","url":null,"abstract":"This study aims to investigate and find a suitable model for forecasting the leptospirosis incidence in the Philippines. The Box-Jenkins approach was utilized in the development of an appropriate model. The dataset was retrieved from the Epidemiology Bureau of the Department of Health containing the weekly number of leptospirosis cases in the Philippines from 2016 to 2018. This dataset was analyzed using the R software. The original series is nonstationary with indications of non-constant variance. Box-Cox transformation and ordinary differencing were performed on the series. The transformed series was analyzed and the results show that ARIMA(0,1,0) or the random walk model is the most appropriate model for forecasting leptospirosis incidence. The residuals and forecast errors of the fitted model behave like a white noise process. The fitted model may be used for forecasting the future number of leptospirosis cases in the Philippines.","PeriodicalId":234087,"journal":{"name":"University of Mindanao International Multidisciplinary Research Journal","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125548542","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2020-12-31DOI: 10.55990/umimrj.v5i1.507
Shiela Cahanap, Joel B Tan
The objective of the study is to identify which domain of the identified factors influencing investment decisions best influences risky financial behavior of CPAs in Davao City. This research is significant for investors to enhance their capacity to decide on investments in a risky situation and provide investment managers better ways of designing their products and services. The study surveyed 100 CPAs using a standardized adapted questionnaire that was both personally administered and sent through shared google survey link. The data were analyzed using frequency, mean, standard deviation, percentage and regression. Results show high level of manifestation of the factors influencing investment decisions. The study also revealed high level of manifestation on risky financial behavior. Further, the results of the study exhibited significant relationship between the factors influencing investment decisions and risky financial behavior. Using the regression analysis, the study reveals that self-image or firm image best influences the risky financial behavior of CPAs in Davao City.
{"title":"Identified factors influencing investment decisions and risky financial behavior among certified public accountants","authors":"Shiela Cahanap, Joel B Tan","doi":"10.55990/umimrj.v5i1.507","DOIUrl":"https://doi.org/10.55990/umimrj.v5i1.507","url":null,"abstract":"The objective of the study is to identify which domain of the identified factors influencing investment decisions best influences risky financial behavior of CPAs in Davao City. This research is significant for investors to enhance their capacity to decide on investments in a risky situation and provide investment managers better ways of designing their products and services. The study surveyed 100 CPAs using a standardized adapted questionnaire that was both personally administered and sent through shared google survey link. The data were analyzed using frequency, mean, standard deviation, percentage and regression. Results show high level of manifestation of the factors influencing investment decisions. The study also revealed high level of manifestation on risky financial behavior. Further, the results of the study exhibited significant relationship between the factors influencing investment decisions and risky financial behavior. Using the regression analysis, the study reveals that self-image or firm image best influences the risky financial behavior of CPAs in Davao City.","PeriodicalId":234087,"journal":{"name":"University of Mindanao International Multidisciplinary Research Journal","volume":"77 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121535996","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2020-12-31DOI: 10.55990/umimrj.v5i1.509
Abdulrauph Babatunde, U. Igboeli
Information on the speculation and trading of gold abounds. Investors are attracted to moving their funds to gold as guaranteed storage of wealth, while traders capitalize on the dynamism of the market to build capital. The ups and downs in the price of gold and other precious metals can be predicted with proven mathematical and artificial intelligent algorithms. This study used machine learning algorithm in the price prediction of gold over a ten-year period. Autoregressive Integrated Moving Average (ARIMA) model was used in the experiment, while Mean Absolute Error (MAE) and Mean Absolute Percentage Error (MAPE) evaluation metrics were used in the evaluation of the performance of the various ARIMA models. The results obtained in the study proved that ARIMA could achieve high prediction performance over the entire period of prediction. The best prediction outcome of 98.23% was obtained during the 52-week period.
{"title":"Gold price prediction using the Box-Jenkins methodology","authors":"Abdulrauph Babatunde, U. Igboeli","doi":"10.55990/umimrj.v5i1.509","DOIUrl":"https://doi.org/10.55990/umimrj.v5i1.509","url":null,"abstract":"Information on the speculation and trading of gold abounds. Investors are attracted to moving their funds to gold as guaranteed storage of wealth, while traders capitalize on the dynamism of the market to build capital. The ups and downs in the price of gold and other precious metals can be predicted with proven mathematical and artificial intelligent algorithms. This study used machine learning algorithm in the price prediction of gold over a ten-year period. Autoregressive Integrated Moving Average (ARIMA) model was used in the experiment, while Mean Absolute Error (MAE) and Mean Absolute Percentage Error (MAPE) evaluation metrics were used in the evaluation of the performance of the various ARIMA models. The results obtained in the study proved that ARIMA could achieve high prediction performance over the entire period of prediction. The best prediction outcome of 98.23% was obtained during the 52-week period.","PeriodicalId":234087,"journal":{"name":"University of Mindanao International Multidisciplinary Research Journal","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130020997","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2020-12-31DOI: 10.55990/umimrj.v5i1.512
Rona Presto, J. V. Murcia
This study sought to estimate the technical efficiency of irrigation systems in Southern Mindanao Region, Philippines. In order to do so, the study assessed the relative efficiency of 108 communal irrigation systems of the five provinces in Southern Mindanao based on the combination inputs and outputs. The input-oriented data envelopment analysis via DEAP 2.1 revealed 28 irrigation systems that are fully-technically efficient as they exhibited 1.00 technical efficiency scores in both constant- and variable returns-to-scale assumptions. Among the fully efficient irrigation systems, Cebuza SIS, Cateel Integrated IS, Badagoy CIS, and Pantang CIS lead the irrigation systems that lie in the efficiency frontier. Implications were discussed.
{"title":"A non-parametric approach in assessment of operational efficiency of irrigation systems in Southern Mindanao, Philippines","authors":"Rona Presto, J. V. Murcia","doi":"10.55990/umimrj.v5i1.512","DOIUrl":"https://doi.org/10.55990/umimrj.v5i1.512","url":null,"abstract":"This study sought to estimate the technical efficiency of irrigation systems in Southern Mindanao Region, Philippines. In order to do so, the study assessed the relative efficiency of 108 communal irrigation systems of the five provinces in Southern Mindanao based on the combination inputs and outputs. The input-oriented data envelopment analysis via DEAP 2.1 revealed 28 irrigation systems that are fully-technically efficient as they exhibited 1.00 technical efficiency scores in both constant- and variable returns-to-scale assumptions. Among the fully efficient irrigation systems, Cebuza SIS, Cateel Integrated IS, Badagoy CIS, and Pantang CIS lead the irrigation systems that lie in the efficiency frontier. Implications were discussed.","PeriodicalId":234087,"journal":{"name":"University of Mindanao International Multidisciplinary Research Journal","volume":"61 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131827701","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2020-12-31DOI: 10.55990/umimrj.v5i1.501
O. Akintan, Olukayode Felix Oyenuga
The world is best described in three words – a global village. In extension, the global village is a village of crisis where morality is seriously endangered with particular references to Africa, there is a serious need to attest the pathetic erosion of morality. There are diverse mechanisms for achieving this but one potential factor that should be considered is the potency of taboo. Really, the logical neo-positivist questions the scientific verifiability of taboo while many Christians and Muslims regard it as mere mythical construction to low unvaried mind through superstitious and further the relevance of African Traditional Religion. This paper argues that it is a critical analytical blunder to examine taboo through the lens of Western logic. Besides, modernity does not outlaw the pragmatic significance of taboo. Hence, taboo obeys a special metaphysical logic that draws on the synergy between the physical and the divine realm.
{"title":"Taboo and moral reinforcement in Yoruba traditional thought","authors":"O. Akintan, Olukayode Felix Oyenuga","doi":"10.55990/umimrj.v5i1.501","DOIUrl":"https://doi.org/10.55990/umimrj.v5i1.501","url":null,"abstract":"The world is best described in three words – a global village. In extension, the global village is a village of crisis where morality is seriously endangered with particular references to Africa, there is a serious need to attest the pathetic erosion of morality. There are diverse mechanisms for achieving this but one potential factor that should be considered is the potency of taboo. Really, the logical neo-positivist questions the scientific verifiability of taboo while many Christians and Muslims regard it as mere mythical construction to low unvaried mind through superstitious and further the relevance of African Traditional Religion. This paper argues that it is a critical analytical blunder to examine taboo through the lens of Western logic. Besides, modernity does not outlaw the pragmatic significance of taboo. Hence, taboo obeys a special metaphysical logic that draws on the synergy between the physical and the divine realm.","PeriodicalId":234087,"journal":{"name":"University of Mindanao International Multidisciplinary Research Journal","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129074416","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2020-12-31DOI: 10.55990/umimrj.v5i1.504
Jason Ben Paragamac, Jasper Maglinab, M. Barroga, Melanie M. Garcia, Peter Hume, Feliciano Gacad
Natural processes bring heavy metals and further escalated by a long history of addition from industrial development. The soil serves as a sink and can accumulate different types of minerals and nutrients, including metals and metalloids that are harmful even at lower concentrations. Plants’ ability to sequester metals and mobilize into various plant parts are significant in the bioremediation process. This study used quantitative and exploratory research design, which involves the collection of soil and plant samples subjected to laboratory test to determine the heavy metal concentration in Pulabato, Tampakan, South Cotabato in terms of arsenic (As), copper (Cu), lead (Pb), cadmium (Cd) and mercury (Hg). Analysis of variance (ANOVA), correlation, simple and multiple linear regressions are employed to determine significant differences, relationships, and influences. Results show significant differences in plant heavy metal concentration across low, mid, and high elevations for metals Cu, Pb, and Hg. Pb concentration in soil shows a significant relationship with Cu in plants. Also, Pb concentration shows a positive correlation and Hg with a negative correlation for Pb concentration in the plant. Moreover, Hg’s presence in plants shows a negative correlation in Pb for soil and a positive relationship with Hg. Simple linear regression statistics show that Pb significantly influences Cu, Pb in the plant by Pb in soil, and Pb in the plant with Hg in soil. Multiple regression statistics show a significant Pb’s influence in the soil to Pb in the plant but not with Hg. Lastly, As and Pb significantly influences Hg concentration in plants.
{"title":"Heavy metal concentration in soil and accumulation in selected plant species: A case study of Tampakan, South Cotabato","authors":"Jason Ben Paragamac, Jasper Maglinab, M. Barroga, Melanie M. Garcia, Peter Hume, Feliciano Gacad","doi":"10.55990/umimrj.v5i1.504","DOIUrl":"https://doi.org/10.55990/umimrj.v5i1.504","url":null,"abstract":"Natural processes bring heavy metals and further escalated by a long history of addition from industrial development. The soil serves as a sink and can accumulate different types of minerals and nutrients, including metals and metalloids that are harmful even at lower concentrations. Plants’ ability to sequester metals and mobilize into various plant parts are significant in the bioremediation process. This study used quantitative and exploratory research design, which involves the collection of soil and plant samples subjected to laboratory test to determine the heavy metal concentration in Pulabato, Tampakan, South Cotabato in terms of arsenic (As), copper (Cu), lead (Pb), cadmium (Cd) and mercury (Hg). Analysis of variance (ANOVA), correlation, simple and multiple linear regressions are employed to determine significant differences, relationships, and influences. Results show significant differences in plant heavy metal concentration across low, mid, and high elevations for metals Cu, Pb, and Hg. Pb concentration in soil shows a significant relationship with Cu in plants. Also, Pb concentration shows a positive correlation and Hg with a negative correlation for Pb concentration in the plant. Moreover, Hg’s presence in plants shows a negative correlation in Pb for soil and a positive relationship with Hg. Simple linear regression statistics show that Pb significantly influences Cu, Pb in the plant by Pb in soil, and Pb in the plant with Hg in soil. Multiple regression statistics show a significant Pb’s influence in the soil to Pb in the plant but not with Hg. Lastly, As and Pb significantly influences Hg concentration in plants.","PeriodicalId":234087,"journal":{"name":"University of Mindanao International Multidisciplinary Research Journal","volume":"140 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123349225","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2020-12-31DOI: 10.55990/umimrj.v5i1.508
Acegen Lacida, Evany Sonsona, Nova Austria, John Jerric Tamblingon, Maurice Dence Bacaling, J. V. Murcia
College students’ happiness is one of the growing topics in social science today for multitudes of social and educational implications. This study aims to characterize the happiness of college students in the context of a college situated in a rural setting in Davao del Sur. The study utilized a mixed method type of research – qualitative research design was utilized by conducting three separate focus group discussions (n=40) of the possible sources of happiness of the students, yielding 146 discrete responses, followed by the use of the quantitative design, which employed the data reduction method in developing a measure of happiness. A total of n=416 students were randomly-chosen to respond on the survey and were asked on how happy they are on the pre-determined sources of happiness. Data reduction via factor analysis was employed to trim the 146 items down to 19 items, which loaded to five components or dimensions. It was revealed that the dimensions of happiness of college students include (1) outdoor activities, (2) within-the-generation activities, (3) romance, (4) self-indulgence, and (5) online gaming. It was further revealed that the top five sources of happiness are eating delicious food, vacation, having adventure, gifts, and hanging out with friends. As a whole, the extent of happiness of college students was high. The results can be a basis in the development of growth sessions, formation programs and classroom activities that can benefit college students. Likewise, it is recommended that the resulting happiness scale will be tested in other institutions of higher learning, or validated with existing measures to establish its psychometric properties.
{"title":"Happiness index of Southeastern College students","authors":"Acegen Lacida, Evany Sonsona, Nova Austria, John Jerric Tamblingon, Maurice Dence Bacaling, J. V. Murcia","doi":"10.55990/umimrj.v5i1.508","DOIUrl":"https://doi.org/10.55990/umimrj.v5i1.508","url":null,"abstract":"College students’ happiness is one of the growing topics in social science today for multitudes of social and educational implications. This study aims to characterize the happiness of college students in the context of a college situated in a rural setting in Davao del Sur. The study utilized a mixed method type of research – qualitative research design was utilized by conducting three separate focus group discussions (n=40) of the possible sources of happiness of the students, yielding 146 discrete responses, followed by the use of the quantitative design, which employed the data reduction method in developing a measure of happiness. A total of n=416 students were randomly-chosen to respond on the survey and were asked on how happy they are on the pre-determined sources of happiness. Data reduction via factor analysis was employed to trim the 146 items down to 19 items, which loaded to five components or dimensions. It was revealed that the dimensions of happiness of college students include (1) outdoor activities, (2) within-the-generation activities, (3) romance, (4) self-indulgence, and (5) online gaming. It was further revealed that the top five sources of happiness are eating delicious food, vacation, having adventure, gifts, and hanging out with friends. As a whole, the extent of happiness of college students was high. The results can be a basis in the development of growth sessions, formation programs and classroom activities that can benefit college students. Likewise, it is recommended that the resulting happiness scale will be tested in other institutions of higher learning, or validated with existing measures to establish its psychometric properties.","PeriodicalId":234087,"journal":{"name":"University of Mindanao International Multidisciplinary Research Journal","volume":"67 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126096475","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2020-12-31DOI: 10.55990/umimrj.v5i1.511
Rodrigo Jr. Sumuob, Rico Maghuyop
The main purpose of this study attempted to determine which domain of work context and social support climate best influences organizational resilience among librarians. It was once verified in a quite number of researches that resilience is very crucial in today’s constantly changing work environment particularly in this growing old society, which has been predictable as predominant world threat in the future. The research was done through non-experimental quantitative research design utilizing descriptive-correlational technique using mean, Pearson r, and regression analysis as statistical tools. The research used adapted questionnaires that were modified to suit the current study. Data was generated through universal sampling technique with 141 librarians from various academic, private, public, and school libraries in Davao City, Philippines. From the result of the study, it was found out that there is a significant relationship between work context and social support climate and organizational resilience. Among the indicators of work context and social support climate, feedback from job is the domain that best influences organizational resilience among librarians.
{"title":"Work context and social support climate as determinants of organizational resilience among librarians","authors":"Rodrigo Jr. Sumuob, Rico Maghuyop","doi":"10.55990/umimrj.v5i1.511","DOIUrl":"https://doi.org/10.55990/umimrj.v5i1.511","url":null,"abstract":"The main purpose of this study attempted to determine which domain of work context and social support climate best influences organizational resilience among librarians. It was once verified in a quite number of researches that resilience is very crucial in today’s constantly changing work environment particularly in this growing old society, which has been predictable as predominant world threat in the future. The research was done through non-experimental quantitative research design utilizing descriptive-correlational technique using mean, Pearson r, and regression analysis as statistical tools. The research used adapted questionnaires that were modified to suit the current study. Data was generated through universal sampling technique with 141 librarians from various academic, private, public, and school libraries in Davao City, Philippines. From the result of the study, it was found out that there is a significant relationship between work context and social support climate and organizational resilience. Among the indicators of work context and social support climate, feedback from job is the domain that best influences organizational resilience among librarians.","PeriodicalId":234087,"journal":{"name":"University of Mindanao International Multidisciplinary Research Journal","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128713009","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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