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Small Data Approaches to Link Faster Time Scale Engagement Dynamics with Slower Time Scale Outcomes in Biobehavioral Interventions. 在生物行为干预中，将更快的时间尺度参与动态与更慢的时间尺度结果联系起来的小数据方法。
IF 3.1
Chinese Political Science Review Pub Date : 2025-06-01 Epub Date: 2024-06-24 DOI: 10.1007/s41111-024-00255-1
Jingchuan Wu, Nilam Ram, James Marks, Necole M Streeper, David E Conroy
{"title":"Small Data Approaches to Link Faster Time Scale Engagement Dynamics with Slower Time Scale Outcomes in Biobehavioral Interventions.","authors":"Jingchuan Wu, Nilam Ram, James Marks, Necole M Streeper, David E Conroy","doi":"10.1007/s41111-024-00255-1","DOIUrl":"10.1007/s41111-024-00255-1","url":null,"abstract":"<p><strong>Purpose: </strong>This study illustrates the application of time series clustering and feature engineering techniques to small data obtained at a fast time-scale from biobehavioral interventions to identify slower time-scale health outcomes.</p><p><strong>Methods: </strong>Using data from 26 adult kidney stone patients engaged with mini-sip<sup>IT</sup>, a month-long digital health intervention targeting increased fluid intake, we identified distinct patterns of engagement with both manual app tracking and automated smart water bottles and examined how those patterns were related to subsequent urine volume.</p><p><strong>Results: </strong>Time-series based analysis of engagement revealed that manual tracking was significantly associated with increased urine volume, highlighting the potential for active self-monitoring to improve health behaviors. In contrast, differential patterns of engagement with automated tracking were not related to differences in urine volume.</p><p><strong>Conclusion: </strong>These findings suggest that small data approaches can effectively bridge time scales in behavioral interventions, and that manual engagement methods may be more beneficial than automated ones in fostering behavior change. Absent large datasets to support identification of engagement patterns via deep learning, time series clustering and feature engineering provide valuable tools for linking fast time-scale engagement processes with slow time-scale health outcome processes.</p><p><strong>Irb approval: </strong>This study was conducted with the approval of the Institutional Review Board (STUDY00015017), granted on 9/22/2021.</p>","PeriodicalId":44455,"journal":{"name":"Chinese Political Science Review","volume":"10 2","pages":"254-267"},"PeriodicalIF":3.1,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12330994/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144817763","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Social Integration of Floating Ethnic Minorities: A Comparative Study of Tibetans in Beijing and Chengdu, China 流动少数民族的社会融合：中国北京和成都藏族的比较研究
IF 2.8
Chinese Political Science Review Pub Date : 2023-11-21 DOI: 10.1007/s41111-023-00246-8
Lei Shao, Zhe Zhang
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引用次数: 0
The Disappearing “Period of Strategic Opportunity”: Implications for China’s Grand Strategy in a New Era 正在消失的“战略机遇期”:新时期中国大战略的启示
Chinese Political Science Review Pub Date : 2023-11-14 DOI: 10.1007/s41111-023-00247-7
Weizhan Meng, Huanyu Yao
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引用次数: 0
"Whole-Process People’s Democracy" in China: Evidence from Shanghai 中国的“全过程人民民主”:来自上海的证据
Chinese Political Science Review Pub Date : 2023-10-17 DOI: 10.1007/s41111-023-00245-9
Jieren Hu, Tong Wu
{"title":"\"Whole-Process People’s Democracy\" in China: Evidence from Shanghai","authors":"Jieren Hu, Tong Wu","doi":"10.1007/s41111-023-00245-9","DOIUrl":"https://doi.org/10.1007/s41111-023-00245-9","url":null,"abstract":"","PeriodicalId":44455,"journal":{"name":"Chinese Political Science Review","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135995177","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
New Chinese Economic Policy to Latin America? A QCA Approach to the Belt and Road Initiative 中国对拉美的新经济政策?共建“一带一路”的质量保证机制
IF 2.8
Chinese Political Science Review Pub Date : 2023-07-27 DOI: 10.1007/s41111-023-00244-w
Juan Pablo Sims, Yun-Tso Lee, Brice Tseen Fu Lee
{"title":"New Chinese Economic Policy to Latin America? A QCA Approach to the Belt and Road Initiative","authors":"Juan Pablo Sims, Yun-Tso Lee, Brice Tseen Fu Lee","doi":"10.1007/s41111-023-00244-w","DOIUrl":"https://doi.org/10.1007/s41111-023-00244-w","url":null,"abstract":"","PeriodicalId":44455,"journal":{"name":"Chinese Political Science Review","volume":"38 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2023-07-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78746627","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Securing Local Effects in Globalization through Multi-level Governance: Evidence from Steering the New Silk Road 通过多层次治理确保全球化中的地方效应:来自新丝绸之路的证据
IF 2.8
Chinese Political Science Review Pub Date : 2023-07-02 DOI: 10.1007/s41111-023-00243-x
Hannes Thees, Greta Erschbamer
{"title":"Securing Local Effects in Globalization through Multi-level Governance: Evidence from Steering the New Silk Road","authors":"Hannes Thees, Greta Erschbamer","doi":"10.1007/s41111-023-00243-x","DOIUrl":"https://doi.org/10.1007/s41111-023-00243-x","url":null,"abstract":"","PeriodicalId":44455,"journal":{"name":"Chinese Political Science Review","volume":"42 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2023-07-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84307116","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Hegel and China: Beyond Liberalism and Communitarianism 黑格尔与中国:超越自由主义与社群主义
IF 2.8
Chinese Political Science Review Pub Date : 2023-06-20 DOI: 10.1007/s41111-023-00242-y
Qian Jing
{"title":"Hegel and China: Beyond Liberalism and Communitarianism","authors":"Qian Jing","doi":"10.1007/s41111-023-00242-y","DOIUrl":"https://doi.org/10.1007/s41111-023-00242-y","url":null,"abstract":"","PeriodicalId":44455,"journal":{"name":"Chinese Political Science Review","volume":"41 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2023-06-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82324837","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Coordinated Co-governance and Grassroots Innovation: A Case Study of Shenzhen’s Livelihood-Related Project Voting System 协同共治与基层创新——以深圳民生项目投票制度为例
IF 2.8
Chinese Political Science Review Pub Date : 2023-06-18 DOI: 10.1007/s41111-023-00241-z
Shizhuo Zhong
{"title":"Coordinated Co-governance and Grassroots Innovation: A Case Study of Shenzhen’s Livelihood-Related Project Voting System","authors":"Shizhuo Zhong","doi":"10.1007/s41111-023-00241-z","DOIUrl":"https://doi.org/10.1007/s41111-023-00241-z","url":null,"abstract":"","PeriodicalId":44455,"journal":{"name":"Chinese Political Science Review","volume":"4 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2023-06-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72568566","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
The Evolution of China's Foreign Talent Policy: the Case Study of Beijing. 中国外国人才政策的演变：以北京市为例。
IF 3.4
Chinese Political Science Review Pub Date : 2023-03-28 DOI: 10.1007/s41111-023-00239-7
Lingyu Xu
{"title":"The Evolution of China's Foreign Talent Policy: the Case Study of Beijing.","authors":"Lingyu Xu","doi":"10.1007/s41111-023-00239-7","DOIUrl":"10.1007/s41111-023-00239-7","url":null,"abstract":"<p><p>This paper aims to explore the evolution of China's foreign talent policy (FTP) and the factors that contribute to those policy changes. Selecting Beijing as a case study, this paper explores Beijing's FTP and divides it into three periods (1949-1978; 1978-2000; 2000 until now). It argues that at the point when the policy system becomes more institutionalized, more simplified measures are adopted. In particular, this paper applies a three-tier framework to detect the factors contributing to the policy changes as follows: (1) the deregulation of China's scientific and educational systems, (2) emerging actors in the FTP institutional setting (Zhongguancun Science Park, private think tanks and social groups), and (3) market-oriented reform of the policy tools, e.g., China's permanent residence system.</p>","PeriodicalId":44455,"journal":{"name":"Chinese Political Science Review","volume":"115 1","pages":"1-22"},"PeriodicalIF":3.4,"publicationDate":"2023-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10043511/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73403615","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
China’s Agricultural Green Transition and High-Quality Development Toward Carbon Neutrality 中国农业绿色转型与碳中和高质量发展
IF 2.8
Chinese Political Science Review Pub Date : 2023-03-13 DOI: 10.1007/s41111-023-00238-8
Shuo Wang, Lingran Yuan, Binlei Gong
{"title":"China’s Agricultural Green Transition and High-Quality Development Toward Carbon Neutrality","authors":"Shuo Wang, Lingran Yuan, Binlei Gong","doi":"10.1007/s41111-023-00238-8","DOIUrl":"https://doi.org/10.1007/s41111-023-00238-8","url":null,"abstract":"","PeriodicalId":44455,"journal":{"name":"Chinese Political Science Review","volume":"11 1","pages":"1-33"},"PeriodicalIF":2.8,"publicationDate":"2023-03-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78717690","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
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