Nomogram construction to predict dyslipidemia based on a logistic regression analysis.

Dyslipidemia is a chronic disease requiring continuous management and is a well-known risk factor for cardiovascular diseases as well as hypertension and diabetes. However, no studies have so far visualized and predicted the probability of dyslipidemia. Hence, this study proposes a nomogram based on a logistic regression model that can visualize its risk factors and predict the probability of developing dyslipidemia. Twelve risk factors for dyslipidemia are identified through a chi-squared test. We then conduct a logistic regression analysis with two interaction variables to obtain a model and build a nomogram for dyslipidemia. Finally, we verify the constructed nomogram using a receiver operation characteristic curve and calibration plot.

A comprehensive model of factors affecting adoption of clinical practice guidelines in Korea.

This study aims to investigate the factors related to the adoption of clinical practice guidelines in clinical settings in Korea; it also aims to determine how these factors differ depending on the specific situation of health care system and professional climate. The research sample comprised physicians who are board members of academic societies with experiences in development of clinical practice guidelines using a convenient sampling. We analyzed 324 physicians with pooling two-year sample of 2007 and 2008. From all the respondents, 48.8% stated that they followed Clinical Practice Guidelines, and 93.4% agreed with the content in the Clinical Practice Guidelines. With regard to the item on the self-efficacy of practicing guidelines, 90.3% of the respondents selected 'low level'. In the regression analysis, the factors associated with implementation were level of recognition, agreement and self-efficacy and positive attitude towards practice guidelines. Although the health care system in Korea differs from those in Western countries, our results revealed that the factors related to the adoption of practice guidelines were similar to the research results of Western countries. These results suggest that professionals' attitudes towards clinical practice guidelines are universal, and implementation strategies should be developed globally.

[A study of factors related to Korean physicians' trust in the government: on the target for board members of physicians' associations].

OBJECTIVES: This study aims to investigate the factors related to Korean physicians' trust in the government. METHODS: We used structured questionnaires that were composed of multidimensional scales for each of the various categories. RESULTS: The recognition levels of trust of the government by Korean physicians were not high, and they ranged from 3.6 to 4.8 for ten scales. The factors related to trust in the government were categorized into seven factors on the basis of a factor analysis. On the regression analysis, a positive relationship was found between "the individual propensity to trust" and trust in the government, while a negative relationship was found between "the recognition level regarding the government as an authoritarian power" and trust in the government. "Confidence about participation in the policy process" as internal efficacy and "belief in governmental ability and motivation toward public demand" as external efficacy also showed a strong positive relationship with trust in the government. CONCLUSIONS: From these results, we can draw the conclusion that making efforts to improve the recognition level of trust in the government among physicians is an important policy task. To increase the trust level, participation of physicians in the policy process in various ways and open communication between the physicians'associations and the government should be facilitated.

Comparative Analysis of the Role of Beliefs in the Causes of Illness and Attitudes toward Medical Services in University Students from Disparate Specialties.

PURPOSE: This study aims to compare and investigate the differences in beliefs with regard to the cause of illnesses, medial skepticism, and attitudes toward medical care between medical, Oriental medical, and nonmedical students. METHODS: To this end, we used a structured questionnaire and collected self-reported data from a sample of 667 respondents. RESULTS: First, their beliefs on the causes of illness were markedly different, depending on their specialty. Compared with students from other specialties, Oriental medical students ranked host factors, environmental factors, and natural factors as the highest causes of illness. -the former group regarded supernatural factors as a more influential cause of illnesses compared with the latter. Among Oriental medical students and nonmedical students-who were also subdivided into the aforementioned groups-the upper-grade group regarded host factors as a higher cause of illness than the lower-grade group. Second, Medical skepticism also differed depending on specialty. Compared with the medical students, Oriental medical students were more likely to have high confidence in "overcoming illnesses", "home remedies", "self-decision in treatments", and "understanding their own health". In subdividing medical and Oriental medical students according to grade we observed that the senior group had more confidence in home remedies than the junior group. Third, In an analysis of the students attitudes toward medical care, we found that nonmedical students had the highest score in the "care-oriented" and "cure-oriented" attitude categories. In the overall results, the care-oriented category ranked highest for the nonmedical students, followed by Oriental medical students and medical students; the cure-oriented category ranked highest for nonmedical students, followed by medical students and then Oriental medical students. CONCLUSION: Based on our results, we conclude that these differences between specialties should be reflected in medical curricula to bridge the gap between patients and doctors in medical education with regard to the causes of illness and attitudes toward medical care.