1. 复旦大学旅游学系,上海 200433
2. 复旦大学电子商务研究中心,上海 200433
3. 复旦大学管理学院,上海 200433
[ "胡安安(1980- ),男,博士,复旦大学旅游学系副教授,复旦大学电子商务研究中心研究员,主要研究方向为老年人信息技术应用、旅游数据开放与治理。" ]
[ "郭梦珂(1991- ),女,复旦大学电子商务研究研究中心研究员,主要研究方向为数据要素治理。" ]
[ "黄丽华(1965- ),女,博士,复旦大学管理学院信息管理与商业智能系教授、博士生导师,复旦大学电子商务研究中心主任,大数据流通与交易技术国家工程实验室常务副主任,国务院学位委员会管理科学与工程学科评议组成员,上海市信息化专家委员会成员,主要研究方向为数据资产与数据要素治理、大数据流通与交易。" ]
[ "黄荔桐(1996- ),女,复旦大学旅游学系硕士生,主要研究方向为旅游数据开放。" ]
网络首发:2024-03,
纸质出版:2024-03-15
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胡安安, 郭梦珂, 黄丽华, 等. 政府旅游数据开放的评价指标体系构建与组态分析:基于21个省级行政区的数据[J]. 大数据, 2024,10(2):152-178.
Anan HU, Mengke GUO, Lihua HUANG, et al. Research on the evaluation index system of government tourism data opening:based on the data of 21 provincial administrative regions[J]. Big data research, 2024, 10(2): 152-178.
胡安安, 郭梦珂, 黄丽华, 等. 政府旅游数据开放的评价指标体系构建与组态分析:基于21个省级行政区的数据[J]. 大数据, 2024,10(2):152-178. DOI: 10.11959/j.issn.2096-0271.2023070.
Anan HU, Mengke GUO, Lihua HUANG, et al. Research on the evaluation index system of government tourism data opening:based on the data of 21 provincial administrative regions[J]. Big data research, 2024, 10(2): 152-178. DOI: 10.11959/j.issn.2096-0271.2023070.
在信息时代和智慧旅游背景下,政府主动对外开放内部的旅游数据,有利于充分释放旅游数据资源的商业价值与社会价值。使用变异系数法与熵权法进行组合赋权,构建了政府旅游数据开放评价指标体系,计算21个省级行政区的具体得分,并采用模糊集定性比较方法进行高评价值与低评价值条件组态分析。结果表明:指标体系包含4项一级指标、17项二级指标与51项三级指标,可以对当前省级行政区的旅游数据开放绩效进行有效评价;利用层、数据层是权重较高的一级指标,法律政策效率与内容、平台关系等是权重较高的二级指标;高评价值组态为综合发展型、数据辅助应用型,低评价值组态为政策与利用短板型、平台与数据问题型。研究结果可以为旅游数据开放评价相关学术研究与管理实践提供参考。
In the context of the information age and smart tourism
the government’s initiative to open up internal tourism data is conducive to releasing the commercial and social value of tourism data resources.This paper used the coefficient of variation method and the entropy weight method for combined weighting
constructed an evaluation index system for government tourism data opening
calculated the scores of 21 provincial administrative regions
and used fsQCA to compare high and low evaluation values with configuration analysis.The results showed that the index system included 4 first-level indicators
17 second-level indicators and 51 third-level indicators
which effectively evaluated the performance of tourism data opening in provincial administrative regions; the utilization layer and data layer were the first-level indicators with higher weights
legal policy efficiency
content
platform relationship
etc.were second-level indicators with higher weights;high evaluation values were configured as comprehensive development type and data-assisted application type
and low evaluation values were configured as insufficient policy & utilization type and platform & data problem type.The research results are helpful to provide a reference prototype for the research and practice of tourism data opening evaluation.
郑磊 , 高丰 . 中国开放政府数据平台研究:框架、现状与建议 [J ] . 电子政务 , 2015 ( 7 ): 8 - 16 .
ZHENG L , GAO F . Research on China open government data platform:framework,status and suggestions [J ] . E-Government , 2015 ( 7 ): 8 - 16 .
SANDOVAL-ALMAZAN R , GIL-GARCIA J R . Toward an integrative assessment of open government:proposing conceptual lenses and practical components [J ] . Journal of Organizational Computing and Electronic Commerce , 2016 , 26 ( 1/2 ): 170 - 192 .
WIRTZ B W , PIEHLER R , THOMAS M J , et al . Resistance of public personnel to open government:a cognitive theory view of implementation barriers towards open government data [J ] . Public Management Review , 2016 , 18 ( 9 ): 1335 - 1364 .
HELLBERG A S , HEDSTRÖM K . The story of the sixth myth of open data and open government [J ] . Transforming Government:People,Process and Policy , 2015 , 9 ( 1 ): 35 - 51 .
YOUNG M M . Implementation of digitalera governance:the case of open data in US cities [J ] . Public Administration Review , 2020 , 80 ( 2 ): 305 - 315 .
EVANS A M , CAMPOS A . Open government initiatives:challenges of citizen participation [J ] . Journal of Policy Analysis and Management , 2013 , 32 ( 1 ): 172 - 185 .
JANSSEN M , VAN DEN HOVEN J . Big and open linked data (BOLD) in government:a challenge to transparency and privacy? [J ] . Government Information Quarterly , 2015 , 32 ( 4 ): 363 - 368 .
ATTARD J , ORLANDI F , SCERRI S , et al . A systematic review of open government data initiatives [J ] . Government Information Quarterly , 2015 , 32 ( 4 ): 399 - 418 .
VICTORIA W , DAVID S . Exploring the extent of openness of open government data - a critique of open government datasets in the UK [J ] . Government Information Quarterly , 2020 , 37 ( 1 ): 101405 .
ELEONORA P , CONSTANTINOS P , NIKOLAOS S . “You will like it!” using open data to predict tourists’ response to a tourist attraction [J ] . Tourism Management , 2017 , 60 : 430 - 438 .
李萌 . 基于智慧旅游的旅游公共服务机制创新 [J ] . 中国行政管理 , 2014 ( 6 ): 64 - 68 .
LI M . The innovation of tourism public service mechanism based on smart tourism system [J ] . Chinese Public Administration , 2014 ( 6 ): 64 - 68 .
李莉 . 基于层次分析法的旅游政务网站评价研究 [J ] . 重庆第二师范学院学报 , 2014 ( 6 ): 44 - 48 , 167 .
LI L . Evaluation research on tourism e-government web based on analytic hierarchy process method [J ] . Journal of Chongqing University of Education , 2014 ( 6 ): 44 - 48 , 167 .
夏姚璜 , 邢文明 . 开放政府数据评估框架下的数据质量调查与启示:基于《中国地方政府数据开放报告(2018)》 [J ] . 情报理论与实践 , 2019 , 42 ( 8 ): 44 - 49 , 66 .
XIA Y H , XING W M . The investigation and enlightenment of data quality based on the open government data evaluation framework:a study of “the local government data open report in China (2018)” [J ] . Information Studies (Theory &Application) , 2019 , 42 ( 8 ): 44 - 49 , 66 .
郑磊 , 韩笑 , 朱晓婷 . 地方政府数据开放平台研究:功能与体验 [J ] . 电子政务 , 2019 ( 9 ): 12 - 22 .
ZHENG L , HAN XX , ZHU X T . Research on local government data open platform:functions and experiences [J ] . E-Government , 2019 ( 9 ): 12 - 22 .
林鹏 , 李丽红 , 郝生跃 . 众创空间发展水平评价研究:基于能力成熟度模型 [J ] . 科技管理研究 , 2020 , 40 ( 17 ): 61 - 67 .
LIN P , LI L H , HAO S Y . Evaluation on the development level of maker space:based on the capability maturity model [J ] . Science and Technology Management Research , 2020 , 40 ( 17 ): 61 - 67 .
陈媛媛 . 欧洲国家开放数据成熟度研究及发展建议 [J ] . 图书馆学研究 , 2021 ( 2 ): 67 - 72 .
CHEN Y Y . Research on the maturity of open data in European countries and development suggestions [J ] . Research on Library Science , 2021 ( 2 ): 67 - 72 .
李君 , 邱君降 , 窦克勤 , 等 . 基于成熟度视角的工业互联网平台评价研究 [J ] . 科技管理研究 , 2019 , 39 ( 2 ): 43 - 47 .
LI J , QIU J J , DOU K Q , et al . Assessment research on industrial Internet platform from the maturity aspect [J ] . Science and Technology Management Research , 2019 , 39 ( 2 ): 43 - 47 .
宋彦蓉 , 张宝元 . 基于地区现代化评价的客观赋权法比较 [J ] . 统计与决策 , 2015 ( 11 ): 82 - 86 .
SONG Y R , ZHANG B Y . Comparison of objective weighting methods based on regional modernization evaluation [J ] . Statistics and Decision , 2015 ( 11 ): 82 - 86 .
耿松涛 , 杨晶晶 , 严荣 . 自贸区(港)建设背景下海南会展业发展评价及政策选择 [J ] . 经济地理 , 2020 , 40 ( 11 ): 140 - 148 .
GENG S T , YANG J J , YAN R . Development evaluation and policy choice of mice industry in Hainan under the backgroud of construction of free trade zone [J ] . Economic Geography , 2020 , 40 ( 11 ): 140 - 148 .
姚爽 , 黄玮强 , 张展 , 等 . 区域金融生态环境评价:基于修正变异系数法 [J ] . 技术经济 , 2015 , 34 ( 10 ): 61 - 67 .
YAO S , HUANG W Q , ZHANG Z , et al . Evaluation on regional financial ecology environment:based on adjusted variation coefficient method [J ] . Technology Economics , 2015 , 34 ( 10 ): 61 - 67 .
韩亚娟 , 杨玉琪 . 基于组合赋权法和未确知测度模型的发动机健康状况评估 [J ] . 运筹与管理 , 2020 , 29 ( 4 ): 204 - 211 .
HAN Y J , YANG Y Q . Health status evaluation of aero-engines based on combination weighting method and unascertained measure model [J ] . Operations Research and Management Science , 2020 , 29 ( 4 ): 204 - 211 .
杨宇 . 多指标综合评价中赋权方法评析 [J ] . 统计与决策 , 2006 ( 13 ): 17 - 19 .
YANG Y . Evaluation of weighting methods in multi-index comprehensive evaluation [J ] . Statistics and Decision , 2006 ( 13 ): 17 - 19 .
查奇芬 , 董洁 , 陈祖功 . 主客观组合赋权法在科技成果转化评价分析中的应用 [J ] . 统计与决策 , 2009 ( 16 ): 152 - 154 .
ZHA Q F , DONG J , CHEN Z G . Application of subjective and objective combination weighting method in evaluation and analysis of scientific and technological achievements transformation [J ] . Statistics and Decision , 2009 ( 16 ): 152 - 154 .
李刚 , 李建平 , 孙晓蕾 , 等 . 主客观权重的组合方式及其合理性研究 [J ] . 管理评论 , 2017 , 29 ( 12 ): 17 - 26 , 61 .
LI G , LI J P , SUN X L , et al . Research on a combined method of subjective-objective weighing and the its rationality [J ] . Management Review , 2017 , 29 ( 12 ): 17 - 26 , 61 .
龙莎 . 基于数据治理的开放交通数据发布流程优化及质量控制 [D ] . 大连:大连海事大学 , 2020 .
LONG S . Optimization and quality control of open traffic data release process based on data governance [D ] . Dalian:Dalian Maritime University , 2020 .
梁乙凯 , 戚桂杰 . 基于模糊集定性比较分析的政府开放数据使用影响因素研究 [J ] . 情报杂志 , 2019 , 38 ( 3 ): 180 - 186 .
LIANG Y K , QI G J . The determinants of open government data usage based on fuzzy-set qualitative comparative analysis [J ] . Journal of Intelligence , 2019 , 38 ( 3 ): 180 - 186 .
王法硕 . 我国地方政府数据开放绩效的影响因素:基于定性比较分析的研究 [J ] . 情报理论与实践 , 2019 , 42 ( 8 ): 38 - 43 .
WANG F S . Influencing factors of local government data open performance in China:a research based on qualitative comparative analysis [J ] . Information Studies (Theory & Application) , 2019 , 42 ( 8 ): 38 - 43 .
赵玉攀 . 组织资源对开放政府数据实施的影响:基于回归和模糊集定性比较分析 [J ] . 情报杂志 , 2020 , 39 ( 10 ): 158 - 164 , 99 .
ZHAO Y P . The influence of organizational resources on the implementation of open government data—based on the qualitative comparative analysis of regression and fuzzy set [J ] . Journal of Intelligence , 2020 , 39 ( 10 ): 158 - 164 , 99 .
汤志伟 , 王研 . TOE框架下政府数据开放平台利用水平的组态分析 [J ] . 情报杂志 , 2020 , 39 ( 6 ): 187 - 195 .
TANG Z W , WANG Y . Configuration analysis of utilization level of government data open platform under the framework of TOE [J ] . Journal of Intelligence , 2020 , 39 ( 6 ): 187 - 195 .
刘淑妍 , 王湖葩 . TOE框架下地方政府数据开放制度绩效评价与路径生成研究:基于20省数据的模糊集定性比较分析 [J ] . 中国行政管理 , 2021 ( 9 ): 34 - 41 .
LIU S Y , WANG H P . Research on performance evaluation and path generation of local government data open system under TOE framework:qualitative comparative analysis of fuzzy sets based on data from 20 provinces [J ] . Chinese Public Administration , 2021 ( 9 ): 34 - 41 .
张琳 , 黄美玲 , 杨毅 . 场景视域下特色小镇创生发展的文化介入路径研究:基于川渝33个样本的模糊集定性比较分析 [J ] . 福建论坛(人文社会科学版) , 2020 ( 10 ): 88 - 97 .
ZHANG L , HUANG M L , YANG Y . A Study on the Path of Cultural Intervention in the Creation and Development of Characteristic Towns from the Perspective of Scenes—based on the qualitative comparative analysis of fuzzy sets of 33 samples from Sichuan and Chongqing [J ] . Fujian Tribune , 2020 ( 10 ): 88 - 97 .
FISS P C . Building better causal theories:a fuzzy set approach to typologies in organization research [J ] . Academy of Management Journal , 2011 , 54 ( 2 ): 393 - 420 .
CAMPBELL J T , SIRMON D G , SCHIJVEN M . Fuzzy logic and the market:a configurational approach to investor perceptions of acquisition announcements [J ] . Academy of Management Journal , 2016 , 59 ( 1 ): 163 - 187 .
GRECKHAMER T , MISANGYI V F , FISS P C . Chapter 3 the two QCAs:from a small-N to a large-N set theoretic approach [M ] // Research in the sociology of organizations . Bingley : Emerald Group Publishing Limited , 2013 : 49 - 75 .
GARCIA-CASTRO R , AGUILERA R V . Family involvement in business and financial performance:a set-theoretic cross-national inquiry [J ] . Journal of Family Business Strategy , 2014 , 5 ( 1 ): 85 - 96 .
张正荣 , 肖文丽 . 我国自由贸易试验区的设立与推广模式:基于fsQCA的省际比较分析 [J ] . 浙江理工大学学报(社会科学版) , 2022 , 48 ( 1 ): 13 - 20 .
ZHANG Z R , XIAO W L . On the establishment and promotion mode of pilot free trade zones in China:an interprovincial comparative analysis based on fsQCA [J ] . Journal of Zhejiang Sci-Tech University (Social Sciences Edition) , 2022 , 48 ( 1 ): 13 - 20 .
郝政 , 何刚 , 王新媛 , 等 . 创业生态系统组态效应对乡村产业振兴质量的影响路径:基于模糊集定性比较分析 [J ] . 科学学与科学技术管理 , 2022 , 43 ( 1 ): 57 - 75 .
HAO Z , HE G , WANG X Y , et al . Effect route of entrepreneurial ecosystem on rural industry revitalization:a research based on fuzzy set qualitative comparative analysis [J ] . Science of Science and Management of S & T (Monthly) , 2022 , 43 ( 1 ): 57 - 75 .
张明 , 杜运周 . 组织与管理研究中QCA方法的应用:定位、策略和方向 [J ] . 管理学报 , 2019 , 16 ( 9 ): 1312 - 1323 .
ZHANG M , DU Y Z . Qualitative comparative analysis(QCA)in management and organization research:position,tactics,and directions [J ] . Chinese Journal of Management , 2019 , 16 ( 9 ): 1312 - 1323 .
袁莉 , 李姗蔓 , 赵婧 . 政策文本视角下地方政府数据开放动态能力的识别与培育研究 [J ] . 情报理论与实践 , 2022 , 45 ( 10 ): 96 - 102 .
YUAN L , LI S M , ZHAO J . Research on identification and cultivation of local open government data’s dynamic capability from the perspective of policy text [J ] . Information Studies (Theory &Application) , 2022 , 45 ( 10 ): 96 - 102 .
毛太田 , 赵绮雨 , 朱名勋 . 基于协同理论的政府开放数据共建共享研究 [J ] . 图书馆学研究 , 2020 ( 11 ): 28 - 32 , 51 .
MAO T T , ZHAO Q Y , ZHU M X . Research on Co-construction and sharing of government open data based on synergy theory [J ] . Research on Library Science , 2020 ( 11 ): 28 - 32 , 51 .
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