The water consumption data of individual consumers must be analyzed and forecast to establish an effective water demand management plan. A k-mean cluster model that can monitor water use characteristics based on hourly water consumption data measured using automated meter reading devices and demographic factors is developed in this study. In addition, the quantification model that can estimate the daily water consumption is developed. K-mean cluster analysis based on the four clusters shows that the average silhouette coefficient is 0.63, also the silhouette coefficients of each cluster exceed 0.60, thereby verifying the high reliability of the cluster analysis. Furthermore, the clusters are clearly classified based on water usage and water usage patterns. The correlation coefficients of four quantification models for estimating water consumption exceed 0.74, confirming that the models can accurately simulate the investigated demographic data. The statistical significance of the models is considered reasonable, hence, they are applicable to the actual field. Because the use of automated smart water meters has become increasingly popular in recent year, water consumption has been metered remotely in many areas. The proposed methodology and the results obtained in this study are expected to facilitate improvements in the usability of smart water meters in the future.

Sodium intake has been associated with the health-related quality of life (HRQoL). This study examined the demographic factors related to HRQoL and whether there is an association between sodium intake and HRQoL in adults residing in rural areas. A total of 1,980 adults (aged ≥20 years) were selected from a cross-sectional study conducted between December 2013 and February 2014 in Gyeongju, South Korea. The sodium intake and HRQoL were measured using a validated food frequency questionnaire and the EuroQol Five-Dimension (EQ-5D) (mobility, self-care, usual activities, pain/discomfort, and anxiety/depression), respectively. The education levels (<5 years) were inversely associated with all five dimensions of HRQoL. Men had better EQ-5D scores for each of the five components examined. Adults living with spouses had better scores related to usual activities and anxiety/depression, whereas widowers had decreased scores of mobility and self-care. Unlike older adults aged 70-79 years, adults aged <60 years were more likely to have greater scores related to mobility, usual activities, and pain/discomfort. The income levels were also inversely related to the scores for self-care, usual activities, pain/discomfort, and anxiety/depression. Sodium intake was positively associated with the HRQoL related to self-care, usual activities, and pain/discomfort, but it was negatively associated with anxiety/depression. In conclusion, these findings suggest that the demographic factors and sodium intake were independently associated with HRQoL. The results highlight the need to provide tailored, targeted policies and interventions that consider personal characteristics and dietary intake to improve the overall HRQoL in adults residing in rural areas.

본 연구는 장성 편백치유의 숲(Jangseong Pyunbaek Healing Forest: JPHF) 방문객을 대상으로 방문객 유형과 방문객 유형에 따른 인구사회학적 특성, 이용행태 및 방문동기를 알아보기 위해 시행되었다. 자료는 2016년 10-11월중 편의표 본추출법을 통해 선정된 216명의 표본을 대상으로 자기기입식 설문기법을 이용하여 수집되었다. 또한 방문객의 참여활 동에 대한 자료는 동일 기간에 동일한 조사방법을 통해 별도로 수집되었으며 총 476명이 조사에 참여하였다. 분석결과, 응답자의 77.0%가 '휴양객'(방문의 주목적이 건강 및 치유목적보다는 경관감상 및 관광, 사회적 교류 등 일반적 휴양경 험에 있는 방문객)으로 분류되었으며, '치유객'(방문의 주목적이 일반적 휴양객과는 달리 건강 및 심신의 치유에 있는 방문객)은 단지 10.3%에 불과했다. 치유객은 휴양객에 비해 방문경험 수준이 높았으며, 방문 전 JPHF를 ‘조용하며 자연경험을 즐길 수 있는 장소’로 기대하는 경향이 높게 나타났다. 치유객은 휴양객에 비해 ‘혼자서’ 방문하는 경향이 있었으며, 방문그룹의 크기도 휴양객에 비해 적었다. 전 응답자의 26.8%가 JPHF가 치유의 숲이라는 사실을 모르는 것으로 나타났으며, 치유객은 휴양객에 비해 JPHF가 치유의 숲이라는 사실에 대한 높은 인지도를 보였다. 66.8%의 응답자가 JPHF의 전반적 관리 및 운영상태를 긍정적으로 평가하였으며, 6.2%의 응답자만이 부정적으로 평가를 하였다. 치유객과 휴양객 간 JPHF의 전반적 관리상태 평가에는 차이가 없었다. JPHF의 주임도(이용률: 47.4%), 와 치유필드(이용률: 59.2%)에 방문객의 이용집중 현상이 두드러지게 나타났다. 치유객은 ‘고요함’, ‘건강’, ‘긴장완화’ 요인에서 휴양객에 비해 높은 동기를 보인 반면, 휴양객은 치유객에 비해 ‘사회적 교류’ 요인에서 높은 동기를 나타냈다. 분석결과를 토대로 JPHF의 관리적 관점에서 몇 가지 시사점을 제시하였다.

Dietary and lifestyle modifications are widely prescribed to prevent recurrence of urolithiasis, although little is known about the clinical and demographic factors associated with patient compliance and urinary metabolic changes. The present study assessed the clinical and demographic factors influencing compliance with a modified diet and lifestyle in first-time ureteric stone formers as well as determined the effects of compliance on urinary stone risk factors. We retrospectively reviewed the medical records of 53 patients presenting with ureteric calcium stones. Using a self-completed questionnaire, patients were classified according to compliance with seven recommendations for modifying diet and lifestyle into good compliance group (complied with ≥ three recommendations) and poor compliance group. Before (on a random diet) and after prescribing the modifications, 24 hour urine samples were collected from those in the good and poor compliance group. The stone size at presentation and initial treatment modality were closely associated with patient compliance (P=0.019, P=0.027, respectively). Citrate excretion significantly increased in the good compliance group after adopting modifications (P=0.012), whereas the poor compliance group did not show a statistically significant difference. Moreover, patients in the poor compliance group showed significantly increased urinary calcium excretion by the end of the study (P=0.040). After adjustments for age, sex, body mass index, and metabolic abnormality status, poor compliance was found to be an independent risk factor for persistence or development of hypocitraturia (OR: 3.885; 95% CI: 1.102~13.694; P=0.035). In conclusion, our results imply that patient education programs regarding diet and lifestyle should be tailored to the individual’s clinical and demographic characteristics.

Demographic transition drives changes in consumer demand for food products. This study examines how rising incomes and population trends affect spending on food purchased for home. The objective of this study is to characterize the relationships between selected socio-demographic factors and food selection among South Korean households. Panel data from Rural Development Administration (RDA) in South Korea in 2010 was used (n=971). Household food purchases were classified into one of the five food groups from Composition of Foods of RDA. Multiple regression analysis was used to analyze the effects of household size and income based on the expenditure share on each food group. All statistical analyses were performed using SAS/ PC version 9.3. Results show that household socio- demographic characteristics have a strong influence on food purchasing, with the purchase of vegetables and fruit, and processed food and pre-packaged being particularly sensitive.

This study aimed to analyze the effect of demographic characteristics of consumers and quality recognition factors on purchase intention of organic wine, and to provide preliminary data necessary for the development of wine industry. By factor analysis of collected surveys, quality recognition factors of both the experienced and non-experienced group of organic wine environment/health, varieties of grapes, price, and four brand elements. First, among demographic characteristics, only income level hae a significant influence on the changes in quality recognition causes. Each of quality recognition causes of organic wine had a significant relation with purchase intent. The result of our analysis suggested that ‘environment/health’ was most influential for the experienced group, and ‘health’ was most influential for the non-experienced group. Therefore, this hypothesis is supported.