1.Quantitative Analyses by Text Mining of Journal Articles on Medical Pharmacy
Hiroko Hachiken ; Arisa Matsuoka ; Ai Murai ; Sayoko Kinoshita ; Mitsutaka Takada
Japanese Journal of Drug Informatics 2012;13(4):152-159
Objective: To quantitatively investigate the history of medical pharmacy research by pharmacists in Japan, original article titles from the Japanese Journal of Pharmaceutical Health Care and Sciences (Jpn J Pharm Health Care Sci) and the Journal of Japanese Society of Hospital Pharmacists (JJSHP) were analyzed by text-mining.
Method: The titles of all original articles (2,611 and 2,260 articles) published in Jpn J Pharm Health Care Sci and JJSHP between 1975 and 2009 were collected from article databases and analyzed using KH Coder, the free software for quantitative text analysis of the Japanese language. KH Coder extracts basic text information data by counting the occurrence rate of certain words. Article titles were assigned to nine research categories according to coding rules, and the categorization results were analyzed quantitatively.
Results: Between 1975 and 1989, “pharmaceutical investigation” was the major area of research in the Jpn J Pharm Health Care Sci. Articles assigned to the category “drug therapy” gradually increased through the 1990s and, since 2000, “drug therapy” has dominated medical pharmacy research. In the JJSHP between 1975 and 2004, no characteristic research area was found, and mainly research articles directly related to pharmacist practice were published. However, from 2005 to 2009, articles assigned to the “drug therapy” category accounted for 34% of all published articles making “drug therapy” the major research area in the JJSHP. Thus, in recent years, there is no obvious difference in research areas between the two journals.
Conclusion: Our analyses suggest that drug therapy research is now at the center of medical pharmacy research by pharmacists in Japan.
2.Educational Activity on the Prevention of Disease using Genetic Analysis
Akihiro Michihara ; Akiho Shima ; Hiroshi Matsuoka ; Yurika Mizutani ; Arisa Uda ; Mayuko Mido ; Asaki Oda ; Hirotaka Ezaki ; Yuka Uchino
Japanese Journal of Social Pharmacy 2017;36(1):27-35
An epidemiological study reported that low serum cholesterol is one of the causes of cerebral hemorrhage. Furthermore, differences in the Apoprotein E (ApoE) genotype influence the amount of low density lipoprotein in serum. The value of standardized mortality ratio (SMR) for cerebral hemorrhage or infarction in residents of Kikai island (KI) is higher or lower than 100, respectively. The aim of this educational activity is to assess whether our lectures on “prevention of stroke” ─(1) relationship between cholesterol and stroke, (2) test items involved in cholesterol of serum and role of lipoprotein, (3) relationship between gene and disease, and (4) prevention of disease by diet─were effective for junior high-school students (JHS) in KI. To be improve their understanding of lecture (3), we performed genetic analysis (for ApoE polymorphism) using DNA extracted from their hair roots. Although we also conducted lectures after the results of the analysis, the pretest (40.7%) and posttest (50.0%) indicated that lecture (3) had been difficult for JHS. The total scores for the posttests for second- and third-year JHS (72.5% and 80.3%, respectively) were significantly higher than those for the pretests for second- and third-year JHS (49.6% and 55.9%, respectively). However, for first-year JHS, the total scores for posttests (63.0%) and pretests (61.7%) were not significantly different. Based on these results, we concluded that our lectures facilitated a substantial understanding about the “prevention of stroke” among JHS and were educationally beneficial for second- and third-year JHS, in particular.