論文 - 宮川　祥子

Estimation of Pregnant Women Possibly Left behind in Tsunami Predicted Areas of Nagoya City: A Simulation for Rescue Planning

Hattori R., Miyagawa S., Hattori K.

Disaster Medicine and Public Health Preparedness （Disaster Medicine and Public Health Preparedness）  15 （ 3 ） 325 - 332 2020年

査読有り,  ISSN  19357893

　概要を見る

Copyright © 2020 Society for Disaster Medicine and Public Health, Inc. Objective:In case of an outbreak of Nankai Trough Mega-earthquake, it is predicted that a tsunami would invade Nagoya City within 100 minutes, hitting about one third of the City of Nagoya. If the administrative plan of the city and midwives' expertise are coordinated, pregnant women's chances of survival will increase. The authors carried out this simulation study in an attempt to improve consistency of the two efforts.Method:We estimated the number of pregnant women using a machine learning model. The evacuation distance of pregnant women was estimated on the basis of the data of road center line.Results:Through this simulation study, it became clear that preparation for approximately 2600 pregnant women escaping from tsunami predicted area and for about 1200 pregnant women possibly left in the area is needed.Conclusions:Our study suggests that triage point planning is needed in areas where pregnant women are evacuated. The triage makes it possible to transport women to appropriate hospitals.

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Public health and disasters : health emergency and disaster risk management in Asia

Chan, Emily Ying Yang, Shaw, Rajib

（Springer）  2020年

Sharing Information to Eliminate Support Irregularities and Omissions: - Cases from Disaster Information Supporters in Japan -

Sato D., Miyagawa S., Hatayama M., Kayama Y., Sone H.

6th International Conference on Information and Communication Technologies for Disaster Management, ICT-DM 2019 （6th International Conference on Information and Communication Technologies for Disaster Management, ICT-DM 2019）  2019年12月

ISSN  9781728149202

　概要を見る

© 2019 IEEE. We proposed a classification of the information needs in the phases of disaster and disaster support activities carried out by Japanese information volunteers. The classification denoted irregularities and omissions in information support activities with the blank cells in the classification tables. According to the result, we proposed some styles of information support that would fill the gaps, and strongly recommended the remote help works targeting other information supporters as a probable fourth pillar of Japanese disaster response system.

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Applying the Programmable Modeling Tool to Support the Hospital Infection Control Staff in Customizing the Filtering Face-Piece Respirators for Health Care Worker

Li J., Tanaka H., Miyagawa S.

Advances in Intelligent Systems and Computing （Advances in Intelligent Systems and Computing）  793   270 - 279 2019年

研究論文（国際会議プロシーディングス）, 査読有り,  ISSN  9783319941950

　概要を見る

© Springer International Publishing AG, part of Springer Nature 2019. Filtering face-piece respirators are the frequent personal protection devices of hospital’s healthcare workers to decrease infective risk, and its protection level is determined by how well the face-piece fits to the wearer’s face. This study aims to apply 3D scan, programmable modeling, 3D printing technology and bio-compatible filament to realize the design and fabrication of custom-fit respirator, and improve fit testing result of hospital staff. Infection control practitioner who takes response of the prevention of infectious diseases is set as the design agent of this customization task in this study. A semi-automatic modeling system and prototype fabrication are proposed to help the infection control practitioner in the process of the respirator design for all healthcare worker without CAD experience.

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看護ケアを基盤とした個別性に応じた ケアツールの評価手法の提案

吉岡純希, 宮川祥子

Keio SFC Journal （慶應SFC学会）  19 （ 1 ） 162 - 178 2019年

研究論文（学術雑誌）, 共著, 査読有り

　概要を見る

本研究では、個別性に合わせた看護ケアの支援のために新しくデザインされた「もの」を評価するための手法についての検討を行った。個別のケアニーズを基に行われたツールの開発を看護診断（NANDA-I）のリンケージを利用し、看護介入（NIC）と介入の成果（NOC）を導き出すことで、看護過程のプロセスとして解釈した。
　ケアのニーズに基づいて製作されたツールを、看護ケアのフレームで評価するための具体的な手順を示し、看護ケアを基盤としたデザイン手法として提案する。

看護xFab －臨床ニーズに即応するものづくりによる新しいケアの実現に向けて

宮川祥子

Keio SFC Journal （慶應義塾大学湘南藤沢学会）  18 （ 2 ） 246 - 264 2018年

研究論文（学術雑誌）, 単著

　概要を見る

３Dプリンターをはじめとするデジタルファブリケーションの普及によって、様々な分野で個人のニーズに合った個別のものづくりが可能となった。本論文では、個別性の尊重が重視されるケアの分野において、デジタルファブリケーションがどのように活用できるかについて、現状の分析を行い、さらに実践例として我々の取り組みである「看護xFab」プロジェクトを紹介する。また、この取り組みが社会に広く行き渡るために必要となる技術的・社会的課題についても考察する。

3D Printing and IoT for Personalized Everyday Objects in Nursing and Healthcare

Yoshihiro Asano, Hiroya Tanaka, Shoko Miyagawa, Junki Yoshioka

SPIE Smart Structures and Materials （SPIE）  10167 2017年03月

研究論文（国際会議プロシーディングス）, 共著,  ISSN  1996-756X

　概要を見る

Today, application of 3D printing technology for medical use is getting popular. It strongly helps to make complicated shape of body parts with functional materials. We can complement injured, weakened or lacked parts, and recover original shape and functions. However, these cases are mainly focusing on the symptom itself, not on everyday lives of patients. With life span extending, many of us will live a life with chronic disease for long time. Then, we should think about our living environment more carefully. For example, we can make personalized everyday objects and support their body and mind. Therefore, we use 3D printing for making everyday objects from nursing/healthcare perspective. In this project, we have 2 main research questions. The first one is how to make objects which patients really require. We invited many kinds of people such as engineer, nurses and patients to our research activity. Nurses can find patient's real demands firstly, and engineers support them with rapid prototyping. Finally, we found the best collaboration methodologies among nurses, engineers and patients. The second question is how to trace and evaluate usages of created objects. Apparently, it's difficult to monitor user's activity for a long time. So we're developing the IoT sensing system, which monitor activities remotely. We enclose a data logger which can lasts about one month with 3D printed objects. After one month, we can pick up the data from objects and understand how it has been used.

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Scientific Misconduct and Social Media: Role of Twitter in the Stimulus Triggered Acquisition of Pluripotency Cells Scandal

Yuya Sugawara, MS; Tetsuya Tanimoto, MD; Shoko Miyagawa, MSHI, PhD; Masayasu Murakami, BEC; Atsushi Tsuya, PhD; Atsushi Tanaka, PhD; Masahiro Kami, MD, PhD; Hiroto Narimatsu, MD, PhD

JOURNAL OF MEDICAL INTERNET RESEARCH （{JMIR} Publications Inc.）  19 （ 2 ）  2017年

研究論文（学術雑誌）, 査読有り,  ISSN  1438-8871

　概要を見る

Background: The academic scandal on a study on stimulus-triggered acquisition of pluripotency (STAP) cells in Japan in 2014 involved suspicions of scientific misconduct by the lead author of the study after the paper had been reviewed on a peer-review website. This study investigated the discussions on STAP cells on Twitter and content of newspaper articles in an attempt to assess the role of social compared with traditional media in scientific peer review.
Objective: This study examined Twitter utilization in scientific peer review on STAP cells misconduct.
Methods: Searches for tweets and newspaper articles containing the term “STAP cells” were carried out through Twitter’s search engine and Nikkei Telecom database, respectively. The search period was from January 1 to July 1, 2014. The nouns appearing in the “top tweets” and newspaper articles were extracted through a morphological analysis, and their frequency of appearance and changes over time were investigated.
Results: The total numbers of top tweets and newspaper articles containing the term were 134,958 and 1646, respectively. Negative words concerning STAP cells began to appear on Twitter by February 9-15, 2014, or 3 weeks after Obokata presented a paper on STAP cells. The number of negative words in newspaper articles gradually increased beginning in the week of March 12-18, 2014. A total of 1000 tweets were randomly selected, and they were found to contain STAP-related opinions (43.3%, 433/1000), links to news sites and other sources (41.4%, 414/1000), false scientific or medical claims (8.9%, 89/1000), and topics unrelated to STAP (6.4%, 64/1000).
Conclusions: The discussion on scientific misconduct during the STAP cells scandal took place at an earlier stage on Twitter than in newspapers, a traditional medium.

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Evaluation of a Community-Based Health Promotion Program with Online Off-Line Combination: The Effect of an Online Diet Record System on Self-rated Achievement

MIYAGAWA SHOKO, Yuko Oguma, Yuji Ohgi

Procedia Computer Science （ELSEVIER SCIENCE BV）  100   768 - 775 2016年10月

研究論文（国際会議プロシーディングス）, 共著, 査読有り,  ISSN  1877-0509

　概要を見る

The aim of this study is to clarify the effect of e-health community health promotion program, which consists of both online diet record system and off-line health activities. 49 participants are surveyed concerning self-rated sense of understanding and sense of control about calorie intake, nutrition balance, and physical activity along with basic information, internet usage and lifestyle habit are surveyed during 2009-2001. Self-rated sense of achievement regarding dietary understanding and dietary sense of control significantly increased in a group that utilized the online diet record system. Further analysis shows that the usage of the diet record system affects the self-rated sense of achievement　while neither age, sex, answers of the preliminary questionnaire nor session participation had any effect.

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大規模災害時の支援活動における情報技術の役割

宮川 祥子

Keio SFC Journal 16 （ 1 ） 134-151 2016年09月

単著

　概要を見る

情報技術 (IT) は、大規模災害時の意思決定に必要な情報の入手 ・ 分析・活 用に不可欠であるが、災害マネジメントに十分に IT が活用されているとは 言いがたい。民間支援団体を対象とした IT 活用の実態と課題に関する調査 の結果、80% を超える団体が災害マネジメントに IT を導入している一方で、 IT 担当者の人数やスキルの不足、情報を収集・分析・共有する仕組みの不足 が課題であることが明らかになった。これらの課題を解決する新しい取り組 みとして、専門家による組織的な IT 支援を取り上げ、その可能性と求められ る体制について考察した。

ICT utilization for disaster management

MIYAGAWA SHOKO

IEICE Tech. Rep. 115 （ 207, IA2015-37 ） 1 - 4 2015年11月

研究論文（研究会，シンポジウム資料等）

Framework for Information Sharing with Privacy and Priority Control in Long-Term Care in Japan

Shoko Miyagawa, Shigeichiro Yamasaki, Eiko Uchiyama, Donald Amoroso

International Journal of E-Health and Medical Communications （IGI Global）  5 （ 1 ） 46 - 62 2014年

研究論文（学術雑誌）, 共著, 査読有り,  ISSN  1947-315X

　概要を見る

In this paper, the authors present a framework for information sharing with privacy and priority control in long-term care designed to promote appropriate information sharing among the people who are involved in long-term care for provision of better care service. The authors’ framework includes four agents (user agent, local information system access agent, authentication/access control agent and priority control agent) and two databases (user database and care record index database). In summary, this framework is designed to help people who require long-term care and provides an effective system for each staff that is in charge of administering long-term care services. The authors’ information sharing system incorporates a multi-agent architecture to facilitate information sharing and privacy/priority control. The authors believe that this research provides an important first step for researchers who intend to build a prototype to automate the processes of informationsharing for long-term health care.

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A Community-Based Health Promotion Program Utilizing Web2.0

Shoko Miyagawa, Yuko Oguma, Yuji Ohgi, Akiko Sato, Shigeo Ohsawa

Studies in Health Technology and Informatics （IOS Press）  205   1201 2014年

査読有り,  ISSN  1879-8365

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青年期を対象とした子育て学習支援プログラムの開発〜インターネット上のドラマ制作の試み

金子仁子、三輪眞知子、増田真也、標美奈子、宮川祥子、渡邊輝美

Keio SFC journal 9 （ 2 ） 39-50 - 50 2010年03月

研究論文（学術雑誌）, 共著,  ISSN  1347-2828

　概要を見る

青年期の人々が多く利用しているインターネットを使用して、子育てを疑似体験しながら、育児の楽しさや子どもの成長を実感できる子育て学習支援プログラム開発を目的とした。子育ての現状分析からドラマの制作意図を考え、5話からなるドラマをWebサイトで配信した。34ケ月間でアクセス数は13万件、視聴するための登録者は129人であった。このWebサイトに登録してドラマを最後まで見終わるためには、青年期の人々が親となるための学習の必要性を持つことが大切であることが示唆された.

e-ケア型社会システムの形成とその応用 e-ケアプロジェクト 潜在化するインフォーマル部門のネットワーク化によるケア力の向上

南政樹, 竹ノ上ケイ子, 金子仁子, 宮川祥子, 小林正弘, 太田喜久子

Keio SFC journal 9 （ 2 ） 11-22 - 22 2010年03月

研究論文（学術雑誌）, 共著,  ISSN  1347-2828

　概要を見る

インフォーマル部門の活用と新たなコミュニケーションによる相互支援の実現性を示すため,ケア力の向上が必要とされる複数の研究課題を個(エンティティ),関係(リレーションシップ),基盤(インフラストラクチャ)の三つのパースペクティブに分類し,それぞれの課題に関して実施された実証的な研究の結果を示すと共に,それらを総合的にまとめた成果と展望について論じた。制度論から見たセミフォーマル・アプローチをヘルスケに適用した場合,アインフォーマルな制度としては,核家族化,少子高齢化,個人主義,地域コミュニティの不在が挙げられると述べた。

A Community-Based Health Promotion Program with Online Off-line Combination

Shoko Miyagawa, Yuji Ohgi, Yuko Oguma, Teruo Yamashita, Shigeo Ohsawa, Yoko Sato

Proceedings of IADIS International Conference e-Health 2009    185-189 2009年07月

研究論文（研究会，シンポジウム資料等）, 共著, 査読有り

　概要を見る

We have been developing a health promotion program called the “e-health community” which consists of both online and off-line activities. The approach of this program is to develop a citizen centric health community for sustainable health promotion activities in local community. We have provided an online lifestyle record system with blogs and off-line physical activity and cooking classes. Our research showed that over 70% of the participants experienced difficulties in maintaining records of their daily diet, while participation in off-line classes motivates the recording activities. Social networking is an important motivation for attendance of the off-line activities as well as the knowledge acquisition.

研究継続支援のための画像共有システムの構築

新 麗, 二宮 恵, 加藤 雅彦, 宮川 祥子

画像電子学会年次大会予稿集 （一般社団法人 画像電子学会）  37 （ 0 ） 15 - 16 2009年

筆頭著者, 責任著者, 査読有り

ITを活用した中高年向け生活習慣改善プログラムにおける継続要因に関する検討

宮川祥子, 小熊祐子, 大澤繁男, 仰木裕嗣

日本公衆衛生学会総会抄録集 67回   244 2008年10月

ISSN  1347-8060

中高年向け生活習慣改善プログラム「インターネット健康コミュニティ」

宮川洋子、仰木裕嗣、大澤繁男、山下光雄、小熊祐子、佐藤蓉子

ITヘルスケア 3 （ 1 ） 14-17 2008年06月

研究論文（研究会，シンポジウム資料等）, 単著

電子コミュニティ通貨を用いた事業型NPOにおける人材育成に関する研究

宮川 祥子

硝子財団助成成果報告書(Web) 2008   WEB ONLY NO.72 2008年

研究論文（その他学術会議資料等）, 単著