加载中...
Inclusive Public Cultural Resources and Subjective Well-Being: Evidence from Museum Development
文化建设对于增强民众主观福祉有重要意义。本文基于网络外部性视角,利用中国家庭追踪调查与地级市博物馆数据,考察博物馆普惠化对居民幸福感的影响。研究发现,居民幸福感随博物馆供给扩大呈局部非连续跃增。当场馆数量较少时,布局较为分散,系统性福祉效应尚需网络支撑。随着供给持续扩大,当博物馆数量达到20家、服务半径达到居民可便捷抵达的合理区间时,居民幸福感显著提升。本文以“地级市博物馆数量首次达到20家”构造准自然实验,利用多期双重差分模型分析表明,博物馆普惠化使居民幸福感提升0.078个单位,主要通过增强公平感知、积累社会资本与改善心理健康三条路径实现。本文为优化文化基础设施布局、推动精神共富提供了经验依据。
Abstract
Despite the widespread policy consensus that universal access to public cultural resources enhances societal welfare, credible causal evidence regarding its influence on residents' subjective well-being remains scarce. This study addresses this gap by integrating prefecture-level museum panel data with the China Family Panel Studies (CFPS) from 2010 to 2022, framed within the lens of network externalities, to investigate the happiness effects of inclusive museum development on residents. Employing nonparametric visualisation alongside panel threshold regression, this paper identifies a pronounced discontinuous leap in residents' happiness once museum provision in a prefecture-level city reaches approximately 20 institutions - a threshold corresponding to a service radius of roughly 15 kilometres and one-hour travel accessibility. Below this level, museums are spatially fragmented; while they may foster individual cultural engagement, their capacity to generate systemic welfare gains remains contingent upon the formation of a networked infrastructure. Crossing the 20-museum threshold, however, triggers a qualitative transformation: the complementary specialization among heterogeneous museum types, coupled with spatial agglomeration, reconfigures public cultural provision from 'scattered accessibility' to 'networked coverage', and elevates its social function from 'individual cultural experience' to 'collective cultural capital'. This transition, in turn, reinforces residents' cultural participation and strengthens their perceived social belonging. Exploiting the first year in which each city crosses this threshold as a quasi-natural experiment, this paper implements a staggered difference-in-differences (DID) strategy to recover causal effects. The estimates indicate that inclusive museum development raises average happiness by 0.078 points, equivalent to roughly 8% of the dependent variable's standard deviation - a magnitude approximately one-third of the happiness premium associated with moving from low to middle self-rated relative income in the baseline specification. Triangulating evidence from the CFPS, an original nationwide online survey, and textual analysis of visitor reviews from Ctrip, this study identifies three mediating pathways: heightened perceptions of fairness, accumulation of social capital, and improved mental health. Heterogeneity analyses reveal that the effect is more pronounced among males, in cities characterized by greater diversity of museum types, and in economically disadvantaged regions. Notably, the urban-rural gap is statistically negligible, implying that the well-being dividends of inclusive museum development extend beyond metropolitan populations. Collectively, the findings elucidate the nonlinear, threshold-driven nature of public cultural resource allocation, offering actionable empirical foundations for the strategic design of cultural infrastructure and the implementation of scale-conscious cultural policy.
博物馆数量达到20家后居民幸福感显著跃增
通过非参数可视化与面板门槛回归发现,当地级市博物馆数量少于20家时,数量增加对幸福感无显著影响;达到20家后幸福感出现显著跃增。此时对应服务半径约15公里,在典型交通条件下30-50分钟可通达,公共文化服务从'点状可及'跃升为'网络覆盖'。
博物馆普惠化使居民幸福感提升0.078个单位
以'博物馆数量首次达到20家'构造准自然实验,采用多期双重差分法估计,博物馆普惠化发展使居民幸福感提升0.078个单位,约合幸福感标准差的8%,相当于自评相对收入由低水平提高至中等水平所对应幸福感增幅的1/3。
公平感知、社会资本与心理健康是三条作用渠道
机制检验表明,博物馆普惠化显著降低个体经历不公平对待的概率(系数-0.032),提高社会资本水平(系数0.052),改善心理健康(系数0.890)。线上调查和携程评论文本分析进一步印证了三条传导路径的存在。
效应在男性、类型多样城市和欠发达地区更显著
异质性分析发现,博物馆普惠化对男性幸福感的提升效应更强(交互项系数0.047),博物馆类型多样性具有显著正向调节作用(系数0.110),对经济欠发达地区的提升作用更明显(交互项系数-0.233);城乡之间无统计显著差异。
核心解释变量
博物馆普惠化发展虚拟变量(地级市博物馆数量首次达到20家的当年及以后年份赋值为1,否则为0)
被解释变量
居民主观幸福感(CFPS'价值观与自我认同'模块中'您觉得自己有多幸福',非常不幸福至非常幸福依次赋值为1至5)
样本与数据
CFPS 2010、2014、2018、2020、2022年共5期调查数据,与文化和旅游部全国博物馆年度报告信息系统6379家博物馆构建的地级市面板数据匹配,剔除北京和上海样本,最终得到115个地级市共83662个观测值的非平衡面板数据
识别方法 / 模型设定
以'地级市博物馆数量首次达到20家'构造准自然实验,采用多期双重差分法(DID)进行因果识别,控制城市固定效应和年份固定效应,使用城市层面聚类稳健标准误;通过事件研究法检验平行趋势
内生性及稳健性检验
通过调整样本(剔除2010年前博物馆数量已达20家的城市)、更换模型设定(固定效应有序Logit模型)、调整固定效应(省份×年份固定效应、家庭和个体固定效应)、排除其他公共空间影响(加入人均城市公园绿地面积)、控制初始禀赋与路径依赖(使用初始特征×时间趋势)、异质性处理效应检验(CSDID方法和插补估计法)等多种方式进行稳健性检验,核心结论保持稳健
更多相关数据正在补充