• Title/Summary/Keyword: statistical data analysis

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Spatial Autocorrelation of Disease Prevalence in South Korea Using 2012 Community Health Survey Data (2012년 전국 지역사회 건강조사 자료를 이용한 시·군·구 단위 질병 유병률의 공간 자기상관도에 관한 연구)

  • Oh, Won Seob;Nguyen, Cong Hieu;Kim, Sang Min;Sohn, Jung Woo;Heo, Joon
    • Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
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    • v.34 no.3
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    • pp.253-262
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    • 2016
  • As a basic research to investigate geographical variations of diseases, this study analyzes and compares spatial patterns of 24 different diseases in South Korea using prevalence rate data provided by Community Health Survey in 2012. Descriptive statistical analysis, global Moran’s I computation, and disease mapping were conducted to examine spatial associations and patterns of each disease. After the unique spatial patterns and distinctive spatial associations of each disease were observed, we concluded that 12 diseases displayed statistically significant spatial autocorrelation while the other 12 showed no spatial associations. This study suggests that diseases are caused by different risk factors and possess different etiological mechanisms. Furthermore, the study may lay foundation for future studies of geographical variations of disease prevalence in South Korea.

Structural Correlations of Psychological Anxiety, Appearance-oriented Attitude, Self-esteem and Behavioral Problems: Multi-group Analysis in Gender and Grade Level (청소년의 심리적 불안감, 외모지향태도, 자아존중감과 문제행동의 구조관계: 성별 및 학교급별의 다집단분석)

  • Park, Seon-Tae;Lim, Sung-Ok
    • The Journal of the Korea Contents Association
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    • v.17 no.2
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    • pp.449-466
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    • 2017
  • This research is to find structural relationships among psychological anxiety, appearance-oriented attitude, and self-esteem of youth and investigates how the structural relationships show by genders and different school classes. For the investigation, a collected data for the research of 'adolescent's misbehaviors and tendency of their young average age and political subject' were used from SPSS 22.0 program and AMOS 22 statistical program provided by Korea youth and children's data archive. First of all, the research determines as the psychological anxiety gets higher, youth have lower self-esteem level and more behavior problems. In addition, when adolescents show stronger appearance-oriented attitude they have higher self-esteem level and more behavior problem. The study also indicates that as youths have higher self-esteem their behavior problem levels are reduced. Secondly, by examining the relationships of youth's psychological anxiety and appearance-oriented attitude based on their self-esteem, the self-esteem gives a positive mediated effect on psychological anxiety and behavior problem whereas the self-esteem affects as negative mediated effect on the appearance-oriented attitude and behavior problem. Lastly, the study indicates there is a causal interaction between youth's appearance-oriented attitude and behavior problem which differs by genders and different school classes. Based on the results of the research, the theoretical and practical applications were suggested to prevent and relax the adolescent's behavior problems.

A Study for the Optimum pH of Hydrogen Production in Anaerobic Batch Reactor (혐기성 회분반응기에서 수소생산 시 최적 pH 산정에 관한 연구)

  • Jun, Yoon-Sun;Park, Jong-Il;Yu, Seung-Ho;Lee, Tae-Jin
    • Journal of Korean Society of Environmental Engineers
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    • v.29 no.1
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    • pp.54-61
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    • 2007
  • The influences of pH were investigated for anaerobic hydrogen gas production under the constant pH condition ranged from pH 3 to 10. Carbon dioxide and hydrogen gas were main components of the gas but methane was not detected in the produced gas when sucrose was added in enrichment medium. When the modified Gompartz equation was applied for the statistical analysis of experimental data, a hydrogen production potential and maximum gas production rate at pH 5 were 1,182 mL and 112.46 mL/g dry wt biomass/hr. The hydrogen conversion ratio was 22.56%. The butyrate/acetate ratios at pH 5 and pH 6 are 1.63 and 0.38. Higher butyrate/acetate ratio produced more hydrogen gas generation. The Haldane equation model was used to find the optimum pH and fitted well with the experimental data$(r^2=0.98)$. The optimum pH and specific hydrogen production were 5.5 and 119.61 mL/g VSS/h.

Bioequivalence of Broadcef Capsule to Cefradine Yuhan Capsule (Cephradine 500 mg) (유한세프라딘 캅셀(세프라딘 500 mg)에 대한 브로드세프 캅셀의 생물학적 동등성)

  • Cho, Hea-Young;Lee, Suk;Kang, Hyun-Ah;Oh, In-Joon;Lim, Dong-Koo;Moon, Jai-Dong;Lee, Yong-Bok
    • Journal of Pharmaceutical Investigation
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    • v.32 no.3
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    • pp.215-221
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    • 2002
  • Cephradine is a first generation cephalosporin and has broad spectrum antibacterial activity against gram-positive and gram-negative microorganisms, through inhibition of bacterial cell wall synthesis. Cephradine is useful for treatment of infections of the urinary and respiratory tract, skin and soft tissues. The purpose of the present study was to evaluate the bioequivalence of two cephradine capsules, Cefradine Yuhan (YuHan Corporation) and Broadcef (Ilsung Pharmaceuticals Co. Ltd.), according to the guidelines of Korea Food and Drug Administration (KFDA). The cephradine release from the two cephradine capsules in vitro was tested using KP VII Apparatus II method with various different kinds of dissolution media (pH 1.2, 4.0, 6.8 buffer solution and water). Twenty normal male volunteers, $23.10{\pm}2.90$ years in age and $67.69{\pm}8.04\;kg$ in body weight, were divided into two groups and a randomized $2{\times}2$ cross-over study was employed. After one capsule containing 500 mg as cephradine was orally administered, blood was taken at predetermined time intervals and the concentrations of cephradine in serum were determined using HPLC method with UV detector. The dissolution profiles of two cephradine capsules were very similar at all dissolution media. Besides, the pharmacokinetic parameters such as $AVC_t,\;C_{max}\;and\;T_{max}$ were calculated and ANOVA test was utilized for the statistical analysis of the parameters using logarithmically transformed $AVC_t\;and\;C_{max}$ and untransformed $T_{max}$. The results showed that the differences in $AVC_t,\;C_{max}\;and\;T_{max}$ between two capsules based on the Cefradine Yuhan were -2.87%, -0.96% and -4.85%, respectively. There were no sequence effects between two capsules in these parameters. The 90% confidence intervals using logarithmically transformed data were within the acceptance range of 1og(0.8) to log(1.25) $(e.g.,\;log(0.93){\sim}log(1.02)\;and\;log(0.88){\sim}log(1.13)\;for \;AVC_t\;and\;C_{max},\;respectively)$. The 90% confidence interval using untransformed data was within ${\pm}20%$ $(e.g., \;-17.54{\sim}7.78\;for\;T_{max})$. All parameters met the criteria of KFDA guideline for bioequivalence, indicating that Broadcef capsule is bioequivalent to Cefradine Yuhan capsule.

Causality of Consumer-Brand Relationship Variables in Global Brand and the Effects of Moderating Variables (글로벌 브랜드에서 소비자-브랜드 관계 변수들의 인과관계 및 조절변수들의 효과)

  • Kim, Gyu-Bae;Kim, Byoung-Goo
    • Journal of Distribution Science
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    • v.15 no.2
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    • pp.121-132
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    • 2017
  • Purpose - There are many variables related to consumer-brand relationship such as brand attitude, attachment, commitment and brand loyalty and we should manage these all variables successfully to achieve a strong brand loyalty. The objective of this research is to investigate the path from brand attitude and brand attachment to brand commitment and brand loyalty. Specially, this article focuses on the moderating effects of brand type and consumer innovativeness in the causal relationships between variables. Research design, data, and methodology - The seven hypotheses were proposed and tested empirically in this research. Three of seven hypotheses were the effects of brand attitude and brand attachment on the brand commitment and brand loyalty. Another two hypotheses presented the moderating effect of brand type and other two hypotheses expressed the moderating effect of consumer innovativeness in the causal relationships between variables. Research data were collected from the surveying of university students and the 282 samples were used to test the proposed hypotheses empirically. We utilized SPSS 20.0 and AMOS 20.0 for statistical analyses such as reliability test, validity test and path analysis. Results - The results show that brand attitude influences the brand loyalty and brand attachment influences the brand commitment positively. The brand attachment also influences the brand commitment positively. We found that there is a moderating effect of brand type in the causal relationship between brand attitude and loyalty though there is no significant moderating effect in the causality between brand attachment and commitment. We also fount that there is no significant moderating effect of consumer innovativeness in the causal relationships among brand attitude, brand attachment, brand commitment and brand loyalty. In Summary, 5 of 7 hypotheses in this study were supported and 2 hypotheses were not supported. Conclusions - There is a path model of consumer-brand relationship from brand attitude and brand attachment to brand commitment and brand loyalty. Companies should provide their consumers with effective marketing program in every phase of consumer-brand relationship to build brand loyalty. In addition, there are possibilities that the relationships among brand attitude, brand attachment, brand commitment and brand loyalty are moderated by brand type and consumer innovativeness. Companies should consider perceived brand type and innovativenss of their consumers in planning and executing their various marketing programs for their brand management.

The Mediating Effects in the Relationship among Workplace Bullying, Job Stress, and Nursing Organizational Culture after completing the course of 'Workplace Bullying Prevention Law' ('직장 내 괴롭힘 방지법' 교육을 이수한 간호사의 직장 내 괴롭힘과 직무스트레스 관계에서 간호조직문화의 매개효과)

  • Park, Inhee;Cho, Eunjeong
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.5
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    • pp.523-531
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    • 2020
  • The aim of this study was to determine the mediating effects in the relationships among nursing organizational culture, workplace bullying, and job stress of nurses. For the descriptive correlational study design, data were collected using a structured questionnaire from nurses at university hospitals (N=130). Statistical analysis was performed on the collected data using SPSS 22.0 statistics program. The mean scores of nurses for nursing organizational culture, workplace bullying, and job stress were 2.99±0.74, 1.85±0.65, and 2.50±0.35, respectively. Nursing organizational culture of nurses had a negative correlation with both workplace bullying (r=-0.45, p=0.001) and job stress (r=-0.61, p=0.001), whereas workplace bullying showed a positive correlation with job stress (r=0.42, p=0.001). Sobel test was conducted to verify the mediating effects, and nursing organizational culture was statistically significant as a partial mediating effect of 0.13 (sobel'z=-2.287, p<0.05) on the effect of workplace bullying of nurses on job stress. These results indicate that nursing organizational cultures need to be established to reduce workplace bullying. It is important to create a nursing work environment that can reduce job stress, a better understanding of the nursing organization cultures related to nursing tasks is crucial, and it is necessary to develop an institutional education strategy for prevention education in hospital organizations.

A study of inpatient satisfaction levels at general hospitals (일 지역 상급종합병원 입원환자의 만족도 연구)

  • Jung, Sang-Jin
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.13 no.7
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    • pp.3094-3101
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    • 2012
  • This study provides fundamental data in order to obtain improved medical services and competitiveness by analyzing the satisfaction level of patients receiving inpatient services at general hospitals. Data from self-administered surveys distributed to inpatient subjects at local general hospitals was collected from 09/19/2011 to 09/30/2011. Firstly, the results of 320 surveys show that the average level of satisfaction from inpatient services was 3.25 (maximum 4.0). Secondly, the results from general characteristics and satisfaction from medical care provider services showed that there is a statistical significance regarding medical treatment, health condition, the number of times admitted to the hospital, and hospital environment including hospital admittance/release proceeders. Also the satisfaction with other services is statistically significant with regards to age, medical treatment, health condition, and the number of times admitted to the hospital. Thirdly, there is a statistically significant positive correlation between inpatient services and levels of satisfaction. Finally, from the analysis of factors influencing inpatient satisfaction showed that physician services and other services significantly affect satisfaction. In conclusion, in order to increase inpatient levels of satisfaction the workforce involved medical treatment of patients need to be retained and a variety of programs need to be in operation that will satisfy patients while they stay in the hospital. Further research is expected.

Factors Associated with Place of Death in Korean Patients with Terminal Cancer

  • Hyun, Min Kyung;Jung, Kyung Hae;Yun, Young Ho;Kim, Young Ae;Lee, Woo Jin;Do, Young Rok;Lee, Keun Seok;Heo, Dae Seog;Choi, Jong Soo;Kim, Sam Yong;Kim, Heung Tae;Hong, Seok-Won
    • Asian Pacific Journal of Cancer Prevention
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    • v.14 no.12
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    • pp.7309-7314
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    • 2013
  • Aim: To investigate factors that affect the place of death (POD) of terminal cancer patients. Materials and Methods: We recruited 702 consecutive patients (${\geq}18$ years) from 12 centers during July 2005 to October 2006, and 481 completed the questionnaire. In April 2011, we linked the data for 96.0% (n=462) of the deceased patients to the POD using the 2005-2009 death certificate data of Korea's National Statistical Office. The primary outcome variable was POD, and the predictive value of variables pertaining to patients and caregivers was evaluated using univariate and multivariate analyses. Results: Most patients died in a hospital (91.5%, n=441) and age, education, preference for place of terminal care, wish to use hospice/palliative care services, terminal cancer awareness, time between diagnosis and death, and global quality-of-life subscale of the EORTC QLQ-C30 of patients, and education and preference for place of terminal care of caregivers were significant predictors in univariate analyses. On multivariate analysis, patients and caregivers who preferred hospital/palliative care as the terminal care option over home care [adjusted odds ratio (aOR), 2.68; 95% confidential interval (CI), 1.18-7.04 and aOR: 2.65; 95%CI: 1.15-6.09 for patient and caregiver preferences, respectively] and caregivers who were highly educated (aOR, 3.19; 95%CI, 1.44-7.06) were predictors of POD. Conclusions: Most of the terminal cancer patients died in a hospital. Our findings indicate that major predictors of hospital deaths are preference of both the patient and caregiver for hospital/palliative care as the terminal care option and higher education of the caregiver.

Bioequivalence of Levopid Tablet to Levopride Tablet (Levosulpiride 25 mg) (레보프라이드 정(레보설피리드 25 mg)에 대한 레보피드 정의 생물학적 동등성)

  • Cho, Hea-Young;Kang, Hyun-Ah;Moon, Jai-Dong;Lee, Yong-Bok
    • Journal of Pharmaceutical Investigation
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    • v.32 no.2
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    • pp.127-133
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    • 2002
  • Levosulpiride is the 1evo-enantiomer form of racemic sulpiride, a benzamide derivative selectively inhibiting dopaminergic $D_2$ receptors at the trigger zone both in the central nervous system and in the gastrointestinal tract. The purpose of the present study was to evaluate the bioequiva1ence of two levosulpiride tablets, Levopride (SK Pharmaceutical Co., Ltd.) and Levopid (Dae Won Pharmaceutical Co., Ltd.), according to the guidelines of Korea Food and Drug Administration (KFDA). The levosulpiride release from the two levosulpiride tablets in vitro was tested using KP VII Apparatus II method with various different kinds of dissolution media (pH 1.2, 4.0, 6.8 buffer solution and water). Twenty eight normal male volunteers, $23.82{\pm}3.26$ years in age and $69.13{\pm}8.58$ kg in body weight, were divided into two groups and a randomized $2{\times}2$ cross-over study was employed. After one tablet containing 25 mg of levosulpiride was orally administered, blood was taken at predetermined time intervals and the concentrations of levosulpiride in serum were determined using HPLC method with fluorescence detector. The dissolution profiles of two levosulpiride tablets were very similar at all dissolution media. Besides, the pharmacokinetic parameters such as $AUC_t,\;C_{max}\;and\;T_{max}$ were calculated and ANOVA test was utilized for the statistical analysis of the parameters using logarithmically transformed $AUC_t\;and\;C_{max}$ and untransformed $T_{max}$. The results showed that the differences in $AUC_t,\;C_{max}\;and\;T_{max}$ between two tablets based on the Levopride were -1.17%, 1.20% and -1.09%, respectively. There were no sequence effects between two tablets in these parameters. The 90% confidence intervals using logarithmically transformed data were within the acceptance range of log(0.8) to log(1.25) $(e.g.,\;log(0.93){\sim}log(1.07)\;and\;log(0.90){\sim}log(1.14)\;for\;AUC_t\;and\;C_{max}$, respectively). The 90% confidence interval using untransformed data was within ${\pm}20%$ $(e.g.,\;-19.47{\sim}16.20\;for\;T_{max})$. All parameters met the criteria of KFDA guideline for bioequivalence, indicating that Levopid tablet is bioequivalent to Levopride tablet.

Bioequivalence of Hanacef Capsule to Duricef Capsule (Cefadroxil 500 mg) (듀리세프 캅셀(세파드록실 500 mg)에 대한 하나세프 캅셀의 생물학적 동등성)

  • Cho, Hea-Young;Lee, Suk;Moon, Jai-Dong;Lee, Yong-Bok
    • Journal of Pharmaceutical Investigation
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    • v.32 no.2
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    • pp.135-140
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    • 2002
  • Cefadroxil is a semi-synthetic cephalosporin active against many Gram-positive and Gram-negative bacteria. The drug has been used for the treatment of the urinary and respiratory tract infections when caused by susceptible strains of the designated microorganism. The purpose of the present study was to evaluate the bioequivalence of two cefadroxil capsules, Duricef (Bo Ryung Pharmaceutical Co. Ltd.) and Hanacef (Korean Pharmaceutical Co. Ltd.), according to the guidelines of Korea Food and Drug Administration (KFDA). The cefadroxil release from the two cefadroxil capsules in vitro was tested using KP VII Apparatus II method with various different kinds of dissolution media (pH 1.2, 4.0, 6.8 buffer solution and water). Twenty four normal male volunteers, $21.58{\pm}2.43$ years in age and $70.74{\pm}10.29$ kg in body weight, were divided into two groups and a randomized $2{\times}2$ cross-over study was employed. After one capsule containing 500 mg as cefadroxil was orally administered, blood was taken at predetermined time intervals and the concentrations of cefadroxil in serum were determined using HPLC with UV detector. The dissolution profiles of two cefadroxil capsules were very similar at all dissolution media. The pharmacokinetic parameters such as $AUC_t,\;C_{max}\;and\;T_{max}$ were calculated and ANOVA test was utilized for the statistical analysis of the parameters using logarithmically transformed $AUC_t\;and\;C_{max}$ and untransformed $T_{max}$. The results showed that the differences in $AUC_t,\;C_{max}\;and\;T_{max}$ between two capsules based on the Duricef were 0.05%, -5.29% and 4.53%. There were no sequence effects between two capsules in these parameters. The 90% confidence intervals using logarithmically transformed data were within the acceptance range of log(0.8) to log(1.25) $(e.g.,\;log(0.95){\sim}log(1.05)\;and\;log(0.87){\sim}log(1.02)$ for $AUC_t\;and\;C_{max}$, respectively). The 90% confidence interval using untransformed data was within ${pm}20%$ $(e.g.,\;-6.75{\sim}15.74\;for\;T_{max})$. All parameters met the criteria of KFDA guideline for bioequivalence, indicating that Hanacef capsule is bioequivalent to Duricef capsule.