Journal of the Korean Regional Science Association
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v.35
no.2
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pp.33-47
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2019
The purpose of this study is to examine the effect of urban decline on Subjective Well-being(SWB). According to the scale of the city, the municipal districts of Korea are classified into metropolitan cities, middle cities, and small cities. The SWB in the growth area, the maintenance area, and the declining area according to the degree of relative decline of each city group was examined. In addition, in order to consider the complex nature of urban decline, SWB was divided into overall life satisfaction, household income satisfaction, and housing environment satisfaction. Panel models were also used to identify the dynamic relationship between the progress of urban decay and the change in SWB. The empirical analysis of this study examined the effect of decline on the SWB for the local residents. As a result, it was confirmed that the effect of urban decline on the SWB of the residents varies according to the size of the city where the individual resides, according th the SWB by the division. In the case of metropolitan inhabitants, the decline of the housing environment of the residents due to deterioration of the physical environment was confirmed as a result of the decline of the city, but the overall life satisfaction was increased due to the decrease of the social costs such as congestion in an overcrowded area. On the contrary, in the case of the residents of the small cities, it is confirmed that the decline of the city reduces the overall life satisfaction, household income satisfaction, and housing environment satisfaction.
Journal of the Korean Regional Science Association
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v.39
no.2
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pp.47-61
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2023
Satisfaction on the residential environment is a major factor influencing the choice of residence and migration, and is directly related to the quality of life in the city. As online services of real estate increases, people's evaluation on the residential environment can be easily checked and it is possible to analyze their satisfaction and its determining factors based on their evaluation. This means that a larger amount of evaluation can be used more efficiently than previously used methods such as surveys. This study analyzed the residential environment reviews of about 30,000 apartment residents collected from 'Zigbang', an online real estate service in Seoul. The apartment review of Zigbang consists of an evaluation grade on a 5-point scale and the evaluation content directly described by the dweller. At first, this study labeled apartment reviews as positive and negative based on the scores of recommended reviews that include comprehensive evaluation about apartment. Next, to classify them automatically, developed a model by using Bidirectional Encoder Representations from Transformers(BERT), a deep learning-based natural language processing model. After that, by using SHapley Additive exPlanation(SHAP), extract word tokens that play an important role in the classification of reviews, to derive determining factors of the evaluation of the residential environment. Furthermore, by analyzing related keywords using Word2Vec, priority considerations for improving satisfaction on the residential environment were suggested. This study is meaningful that suggested a model that automatically classifies satisfaction on the residential environment into positive and negative by using apartment review big data and deep learning, which are qualitative evaluation data of residents, so that it's determining factors were derived. The result of analysis can be used as elementary data for improving the satisfaction on the residential environment, and can be used in the future evaluation of the residential environment near the apartment complex, and the design and evaluation of new complexes and infrastructure.
Purpose: The purpose of this study is to investigate the degree of job stress and job satisfaction and the relationship between job stress and job satisfaction of Medical Aid Client Managers. Method: Data were collected from 185 Medical Aid Client Managers in 234 areas between April 2-15, 2007. Collected data was analyzed for the frequency, t-test, ANOVA, Pearson's Correlation Coefficient etc. Results: The average score of job stress was 2.6. Job instability was highest as 2.9 and job autonomy was lowest as 2.2. in eight items. When the job stress of Medical Aid Client Managers was converted to 100 point, the average was 51.7 and ranked in upper 50% of Korean woman workers' job stress. Among the eight items, because the relationship satisfaction and the instability of duty regime ranked in upper 25% of Korean woman workers' job stress, those items were identified to have high stress. The average score of job satisfaction was 2.3 out 4.0 which could be interpreted as unsatisfactory. The correlation between the job stress and the job satisfaction demonstrated significant difference. Decrease of the job satisfaction was associated with increase of the job stress. In regard to the eight items, the inverse correlation was demonstrated to be significant in organization, inappropriate compensation, and workplace culture. Conclusion: Medical Aid Client Managers have high stress in carrying out their duties. They have experienced very severe instability in their duty regime. Also, they have felt alienated from their organization and experienced unfair rewards. They had low duty satisfaction but got a heavy workload and experienced overtime work. To relieve job overburden of Medical Aid Client Managers. it was necessary to improve business system and also was necessary to relieve a regional disparity of business charge.
The aim of this study was to suggest fundamental data for managing forest trail efficiently from the aspect of users near metropolitan city of Daegu, and to reveal the differences in visiting motivation and satisfaction on forest trail between regional users and distant users, which based upon the convenience of accessibility. As a result of questionnaire survey on the users of forest trail, it was revealed that they mostly visited recreational and therapeutic purposes. Most users were also satisfied with forest trail experiences without any differences between groups. Regarding to trail facilities, however, regional users within 30 minutes distances from the trail were significantly dissatisfied with the facilities. It was suggested that improving facilities and programs for recreational and therapeutic purposes should be established for regional users in the policy of self governing body.
This research were aimed to verify possible transferring regional development's value into festival contents. It was widely known that Korean festival's theme has been relatively pale in comparing its abundancy, which were required variety of festival contents. Luckily, local residents in Cittaslow frequently host slow-themed festivals, not only to revitalize their communities but also to serve the visitors. Those phenomenon shed the light to study the culture tourism interpreters' role as the presenter of regional development value to visitors at festival setting. Total 180 of questionnaires were administered to Gimsatgat festival visitors, verifying the relationship of variables, interpreters' role, perception of festival theme, revisit intention and practice intention. Regression analysis revealed that significantly influential relations between variables. Successful interpreters will support visitors' understanding of Cittaslow value, satisfaction and practice in daily life. Theoretical /practical significances and research limitation were included.
Journal of the Korean association of regional geographers
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v.11
no.3
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pp.336-350
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2005
The prime objective of this study is to analyze tourist's behaviors and satisfaction of the Gwangneung area and get a reading on the tourist's socio-economic traits and the propensity of activities. In addition, it highlights surveys of the tourist's consciousness of cultural, ecological and environmental tourism resources available in the Gwangneung area and the possibility for sustainable development and ways to make the most of these resources. This study found that even though Gwangneung is mostly a place for one day family outings. the tourist's demand for actually unreachable ecological resources is high while existing cultural tourism resources have less than the expected drawing power. It was also found that tourists recognize the need for preservation of the tourism resources of Gwangneung and its potential for further sustainable development. In particular, most tourists to Gwangneung are relatively satisfied with the status of preservation of its cultural and ecological resources and environment On the other hand, accessibility, tourism facilities, and management are estimated at less than desired. Gwangneung would benefit by making efforts for the positive use of its tourism resources and improvement of convenience facilities, management and operation.
This study measured the importance and satisfaction of the values related to 'New Ruralism' using the IPA(Importance-Performance Analysis) technique by the rural leaders' group. In the result, the satisfaction value was evaluated lower in the importance of 'landscape and ecological resource conservation', 'settlement environment', and 'population' related items. On the other hand, the items of 'tourism resource management', 'landscape damage', and 'landscape and ecological resource conservation' showed high satisfaction. Therefore, the leaders' group of Gochang-gun perceived the importance of local tourism image, landscape damage prevention, settlement environment, and rural landscape in 'New Ruralism' management. However, the leaders' group valued lower in the items of population, ecological value and natural and historical tourist sites. This seems to be a characteristic of the leaders' group mainly engaged in agriculture. Through factor analysis, the six items excluded from the analysis were considered important factors in 'New Ruralism' in Gochang-gun through a review of previous studies. Still, the leaders' group of Gochang-gun did not recognize them as important items in the rural resource. However, these items will be able to contribute to the development of 'New Ruralism' in Gochang-gun, and it is necessary to improve the awareness of the leader group. Even if local governments or experts present an ideal goal for rural development, it is difficult to achieve the goals if there is a difference from the perception of residents. Therefore, it is important to understand the perception of 'New Ruralism' of the leaders' group who plays an important role in regional development projects.
The purpose of this study is to verify relation between satisfaction of university education and royalty based on analysis of satisfaction survey result of enrolled all students in J regional university. The university royalty in addition to drop out rate is one of the key indicators of managing university performance and it is differentiated approach that has positive perspectives. Based on satisfaction survey results, first, there was a significant difference in satisfaction by school year and grade range. Second, the analysis result of logistic regression method that had been performed to verify the construct which affecting university royalty of students show that satisfaction with lecture, academic guidance, educational environment and self management in academic life were the significant impact on royalty. Also, the decision tree analysis show that top decision factor is self-satisfaction of university life to determine university royalty.
This thesis studied the factor of participation motives and the degree of satisfaction of the participants in culinary skill competitions and their effectiveness. In addition, this thesis has an aim to offer profitable materials on the basis of demonstrative analysis emphasizing the study on how many factors of satisfaction should be motivated by participation effect. This thesis restricted cookers within those who had participated in a cooking contest so that it could possibly measure the motive of participation and satisfaction. This thesis investigated 115 cookers by questionnaires, of which 102 available materials were used for statistical processing to perform this study. As for the periodical interval, this thesis was performed from Feb 14, 2005 to Feb 21, 2005. First, from the motive of participation, 13 variables are analyzed into 3 factors such as the factor of social recognition, the factor of speciality, and the factor of self-development & self- realization. The factor of speciality, and the factor of self-development & self-realization. The factor as a motive of participating in skill competition affects effectiveness meaningfully. Second, total three factors were extracted from the degree of satisfaction which consisted of 13 variables. They included the psychological satisfaction and satisfaction with the judges in competitions. One limitation of this study is that the population of the survey was limited to those who had participated in a contest. Thus, the findings of this study may not be generalizable for other cases. It is clear that further research is needed to collect more in-dept data from other similar competitions as a effort to extend its application to other studies.
This study is to compare the effects of personality characteristics on marital quality of the husband and the wife. Marital quality was measured in two aspects: marital satisfaction and marital conflict. At the first step of the regression analysis, socio-demographic variables were entered, at the second step, variables of personality characteristics, and at the third step, variables of personality characteristics of the spouse were added. Age group of 35 and under is higher in marital satisfaction or lower in marital conflict than that of 36 to 40. People who grew up in Chungchung area are lower in marital satisfaction compared to those who grew up in Seoul and adjacent area, and those who grew up in Chunla area are higher in marital satisfaction. Marital conflict increases when people are less educated. Marital conflict decreases when the husband has high income. Religion is related to marital satisfaction and marital conflict of the husband. Stability is related to both marital satisfaction and marital conflict. Sociability of the wife is related to marital satisfaction and marital conflict of the husband, and responsibility of the wife is related to her own marital conflict. Responsibility of the husband is related to marital conflict of the wife. This result shows that the husband is expected to perform the instrumental role and the wife the expressive role. In, conclusion, these results should be considered when family life education programs for couples are constructed. First, family life cycle needs to be considered when family life education programs are offered. Second, regional differences in family culture should be put into consideration. Third, the idea that conjugal role relationships can be flexible needs to be included in family life education programs. Fourth, programs to improve stability, responsibility and sociability are needed for wives. Fifth, programs to improve stability and responsibility should be offered in work settings for husbands.
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