

世界地理研究 ›› 2026, Vol. 35 ›› Issue (4): 120-135.DOI: 10.3969/j.issn.1004-9479.2026.04.20241011
• 城市与产业 • 上一篇
收稿日期:2024-11-14
修回日期:2025-04-24
出版日期:2026-04-15
发布日期:2026-04-29
通讯作者:
李连刚
作者简介:郭晖(2001—),女,硕士研究生,主要研究方向为区域经济韧性等,E-mail: gh026709@163.com。
基金资助:Received:2024-11-14
Revised:2025-04-24
Online:2026-04-15
Published:2026-04-29
Contact:
Liangang LI
摘要:
提高旅游经济系统应对不确定冲击的韧性能力,对实现旅游业高质量稳定发展具有重要意义。论文从抵抗维持、适应恢复和更新转变3个维度构建旅游经济韧性评价体系,测度了山东省16地级市2010—2021年旅游经济韧性,并探究了不同冲击情境下山东省旅游经济韧性时空动态演变及障碍因子,结果表明:①山东省旅游经济韧性水平虽然呈现上升趋势,但应对不确定冲击的能力仍较弱,且“东高西低”的旅游经济韧性空间格局较为稳定。②影响抵抗维持性的主要障碍因子是博物馆、星级酒店及艺术表演场所数量;影响适应恢复性的障碍因子是旅游从业人数、每万人拥有公厕数和城镇居民人均可支配收入;影响更新转变性的主要障碍因子是普通高等学校数量和专利数量。③在不同冲击情境下,影响山东省旅游经济韧性的障碍因子发生了改变,尤其是在更新转变维度,政府能动性对快速恢复旅游经济、实现旅游经济高质量转型发展的作用显著。
郭晖, 李连刚. 多冲击情境下山东省旅游经济韧性时空动态演变及障碍因子识别[J]. 世界地理研究, 2026, 35(4): 120-135.
Hui GUO, Liangang LI. Spatio-temporal evolution and identification of obstacle factors of tourism economic resilience in Shandong Province under multi-shock situations[J]. World Regional Studies, 2026, 35(4): 120-135.
| 目标层 | 准则层 | 指标层 | 代码 | 属性 |
|---|---|---|---|---|
| 旅游经济韧性 | 抵抗维持性 | 4A级及以上景区数量 | x1 | + |
| 星级酒店数量 | x2 | + | ||
| 博物馆数量 | x3 | + | ||
| 艺术表演场所数量 | x4 | + | ||
| 旅游总人数 | x5 | + | ||
| 旅游总收入占GDP比重 | x6 | + | ||
| 人均旅游消费额 | x7 | + | ||
| 人均GDP | x8 | + | ||
| 国内旅游收入占总收入的比重 | x9 | + | ||
| 适应恢复性 | 第三产业增加值占GDP比重 | x10 | + | |
| 旅游从业人数 | x11 | + | ||
| 每万人拥有公厕数 | x12 | + | ||
| 建成区绿化覆盖率 | x13 | + | ||
| 细颗粒物年平均浓度 | x14 | - | ||
| 工业固体废物综合利用率 | x15 | + | ||
| 城镇居民人均可支配收入 | x16 | + | ||
| 游客空间指数 | x17 | + | ||
| 公路密度 | x18 | + | ||
| 更新转变性 | 普通高等学校数 | x19 | + | |
| 中等职业学校数 | x20 | + | ||
| 一般公共预算支出中教育支出占总支出的比重 | x21 | + | ||
| 一般公共预算支出中文化旅游体育与传媒支出占总支出的比重 | x22 | + | ||
| 财政自给水平 | x23 | + | ||
| 旅游R&D经费支出 | x24 | + | ||
| 数字经济值 | x25 | + | ||
| 专利授权量 | x26 | + | ||
| 市政府出台的刺激旅游发展的文件数量 | x27 | + |
表1 旅游经济韧性评价指标体系
Tab.1 Evaluation indicator system of tourism economic resilience
| 目标层 | 准则层 | 指标层 | 代码 | 属性 |
|---|---|---|---|---|
| 旅游经济韧性 | 抵抗维持性 | 4A级及以上景区数量 | x1 | + |
| 星级酒店数量 | x2 | + | ||
| 博物馆数量 | x3 | + | ||
| 艺术表演场所数量 | x4 | + | ||
| 旅游总人数 | x5 | + | ||
| 旅游总收入占GDP比重 | x6 | + | ||
| 人均旅游消费额 | x7 | + | ||
| 人均GDP | x8 | + | ||
| 国内旅游收入占总收入的比重 | x9 | + | ||
| 适应恢复性 | 第三产业增加值占GDP比重 | x10 | + | |
| 旅游从业人数 | x11 | + | ||
| 每万人拥有公厕数 | x12 | + | ||
| 建成区绿化覆盖率 | x13 | + | ||
| 细颗粒物年平均浓度 | x14 | - | ||
| 工业固体废物综合利用率 | x15 | + | ||
| 城镇居民人均可支配收入 | x16 | + | ||
| 游客空间指数 | x17 | + | ||
| 公路密度 | x18 | + | ||
| 更新转变性 | 普通高等学校数 | x19 | + | |
| 中等职业学校数 | x20 | + | ||
| 一般公共预算支出中教育支出占总支出的比重 | x21 | + | ||
| 一般公共预算支出中文化旅游体育与传媒支出占总支出的比重 | x22 | + | ||
| 财政自给水平 | x23 | + | ||
| 旅游R&D经费支出 | x24 | + | ||
| 数字经济值 | x25 | + | ||
| 专利授权量 | x26 | + | ||
| 市政府出台的刺激旅游发展的文件数量 | x27 | + |
| 省份 | 抵抗维持性 | 适应恢复性 | 更新转变性 | ||||||
|---|---|---|---|---|---|---|---|---|---|
| 山东省 | x3 | x2 | x4 | x16 | x12 | x11 | x19 | x26 | x25 |
| 济南市 | x3 | x6 | x4 | x16 | x11 | x12 | x26 | x27 | x24 |
| 青岛市 | x6 | x3 | x4 | x16 | x12 | x11 | x19 | x26 | x25 |
| 淄博市 | x2 | x3 | x5 | x16 | x11 | x12 | x19 | x26 | x27 |
| 枣庄市 | x3 | x4 | x5 | x16 | x11 | x17 | x19 | x26 | x24 |
| 东营市 | x3 | x4 | x2 | x16 | x11 | x17 | x19 | x26 | x24 |
| 烟台市 | x3 | x4 | x6 | x16 | x12 | x11 | x19 | x26 | x27 |
| 潍坊市 | x4 | x3 | x2 | x16 | x12 | x17 | x19 | x26 | x27 |
| 济宁市 | x3 | x2 | x8 | x16 | x12 | x17 | x19 | x26 | x25 |
| 泰安市 | x3 | x4 | x2 | x16 | x12 | x11 | x19 | x26 | x27 |
| 威海市 | x3 | x4 | x5 | x16 | x12 | x11 | x19 | x26 | x27 |
| 日照市 | x3 | x4 | x2 | x16 | x12 | x11 | x19 | x26 | x27 |
| 临沂市 | x3 | x2 | x4 | x16 | x12 | x17 | x19 | x26 | x27 |
| 德州市 | x3 | x2 | x5 | x16 | x12 | x11 | x19 | x26 | x27 |
| 聊城市 | x3 | x5 | x2 | x16 | x17 | x11 | x19 | x26 | x27 |
| 滨州市 | x3 | x4 | x2 | x16 | x11 | x17 | x19 | x26 | x24 |
| 菏泽市 | x3 | x2 | x5 | x16 | x12 | x17 | x19 | x26 | x27 |
表2 2010—2021年山东省旅游经济韧性前三位障碍因子
Tab.2 Top three obstacle factors to tourism economic resilience in Shandong Province, 2010-2021
| 省份 | 抵抗维持性 | 适应恢复性 | 更新转变性 | ||||||
|---|---|---|---|---|---|---|---|---|---|
| 山东省 | x3 | x2 | x4 | x16 | x12 | x11 | x19 | x26 | x25 |
| 济南市 | x3 | x6 | x4 | x16 | x11 | x12 | x26 | x27 | x24 |
| 青岛市 | x6 | x3 | x4 | x16 | x12 | x11 | x19 | x26 | x25 |
| 淄博市 | x2 | x3 | x5 | x16 | x11 | x12 | x19 | x26 | x27 |
| 枣庄市 | x3 | x4 | x5 | x16 | x11 | x17 | x19 | x26 | x24 |
| 东营市 | x3 | x4 | x2 | x16 | x11 | x17 | x19 | x26 | x24 |
| 烟台市 | x3 | x4 | x6 | x16 | x12 | x11 | x19 | x26 | x27 |
| 潍坊市 | x4 | x3 | x2 | x16 | x12 | x17 | x19 | x26 | x27 |
| 济宁市 | x3 | x2 | x8 | x16 | x12 | x17 | x19 | x26 | x25 |
| 泰安市 | x3 | x4 | x2 | x16 | x12 | x11 | x19 | x26 | x27 |
| 威海市 | x3 | x4 | x5 | x16 | x12 | x11 | x19 | x26 | x27 |
| 日照市 | x3 | x4 | x2 | x16 | x12 | x11 | x19 | x26 | x27 |
| 临沂市 | x3 | x2 | x4 | x16 | x12 | x17 | x19 | x26 | x27 |
| 德州市 | x3 | x2 | x5 | x16 | x12 | x11 | x19 | x26 | x27 |
| 聊城市 | x3 | x5 | x2 | x16 | x17 | x11 | x19 | x26 | x27 |
| 滨州市 | x3 | x4 | x2 | x16 | x11 | x17 | x19 | x26 | x24 |
| 菏泽市 | x3 | x2 | x5 | x16 | x12 | x17 | x19 | x26 | x27 |
| 省份 | 2010—2019年平均值 | 2020—2021年平均值 | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 抵抗维持性 | 适应恢复性 | 更新转变性 | 抵抗维持性 | 适应恢复性 | 更新转变性 | ||||||||||||||
| 山东省 | x3 | x2 | x4 | x16 | x12 | x11 | x19 | x26 | x27 | x2 | x3 | x4 | x16 | x11 | x12 | x19 | x26 | x24 | |
| 济南市 | x4 | x6 | x8 | x16 | x11 | x12 | x26 | x27 | x24 | x3 | x6 | x4 | x16 | x11 | x12 | x19 | x24 | x22 | |
| 青岛市 | x3 | x6 | x4 | x16 | x12 | x11 | x19 | x26 | x25 | x6 | x2 | x4 | x16 | x11 | x12 | x19 | x25 | x27 | |
| 淄博市 | x4 | x2 | x5 | x16 | x11 | x12 | x19 | x26 | x27 | x2 | x4 | x5 | x16 | x11 | x12 | x19 | x26 | x25 | |
| 枣庄市 | x3 | x5 | x2 | x16 | x11 | x17 | x19 | x26 | x24 | x3 | x4 | x5 | x16 | x11 | x17 | x19 | x26 | x24 | |
| 东营市 | x3 | x4 | x2 | x16 | x11 | x17 | x19 | x26 | x24 | x3 | x4 | x2 | x16 | x11 | x17 | x19 | x26 | x24 | |
| 烟台市 | x3 | x4 | x6 | x16 | x12 | x11 | x19 | x26 | x27 | x3 | x4 | x2 | x16 | x12 | x11 | x19 | x26 | x27 | |
| 潍坊市 | x3 | x4 | x2 | x16 | x17 | x12 | x19 | x26 | x27 | x4 | x2 | x6 | x16 | x12 | x17 | x19 | x26 | x24 | |
| 济宁市 | x3 | x2 | x8 | x16 | x12 | x17 | x19 | x26 | x27 | x2 | x3 | x6 | x16 | x12 | x17 | x19 | x26 | x24 | |
| 泰安市 | x3 | x4 | x2 | x16 | x12 | x11 | x19 | x26 | x27 | x2 | x4 | x3 | x16 | x12 | x11 | x19 | x26 | x27 | |
| 威海市 | x3 | x4 | x5 | x16 | x11 | x12 | x19 | x26 | x27 | x3 | x4 | x2 | x16 | x11 | x18 | x19 | x26 | x25 | |
| 日照市 | x3 | x4 | x2 | x16 | x12 | x11 | x19 | x26 | x27 | x3 | x4 | x2 | x16 | x11 | x12 | x19 | x26 | x25 | |
| 临沂市 | x3 | x2 | x4 | x16 | x12 | x17 | x19 | x26 | x27 | x2 | x3 | x4 | x16 | x12 | x17 | x19 | x26 | x27 | |
| 德州市 | x3 | x2 | x5 | x16 | x12 | x11 | x19 | x26 | x27 | x3 | x2 | x5 | x16 | x11 | x12 | x19 | x26 | x27 | |
| 聊城市 | x3 | x5 | x2 | x16 | x17 | x11 | x19 | x26 | x27 | x3 | x5 | x6 | x16 | x11 | x17 | x19 | x26 | x24 | |
| 滨州市 | x3 | x4 | x2 | x16 | x11 | x12 | x19 | x26 | x24 | x3 | x4 | x2 | x16 | x11 | x17 | x19 | x26 | x24 | |
| 菏泽市 | x3 | x2 | x5 | x16 | x17 | x12 | x19 | x26 | x27 | x3 | x2 | x5 | x16 | x12 | x17 | x19 | x26 | x24 | |
表 3 不同冲击情境下山东省旅游经济韧性前三位障碍因子变化
Tab.3 Changes in the top three obstacle factors to tourism economic resilience in Shandong Province under different shock situations
| 省份 | 2010—2019年平均值 | 2020—2021年平均值 | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 抵抗维持性 | 适应恢复性 | 更新转变性 | 抵抗维持性 | 适应恢复性 | 更新转变性 | ||||||||||||||
| 山东省 | x3 | x2 | x4 | x16 | x12 | x11 | x19 | x26 | x27 | x2 | x3 | x4 | x16 | x11 | x12 | x19 | x26 | x24 | |
| 济南市 | x4 | x6 | x8 | x16 | x11 | x12 | x26 | x27 | x24 | x3 | x6 | x4 | x16 | x11 | x12 | x19 | x24 | x22 | |
| 青岛市 | x3 | x6 | x4 | x16 | x12 | x11 | x19 | x26 | x25 | x6 | x2 | x4 | x16 | x11 | x12 | x19 | x25 | x27 | |
| 淄博市 | x4 | x2 | x5 | x16 | x11 | x12 | x19 | x26 | x27 | x2 | x4 | x5 | x16 | x11 | x12 | x19 | x26 | x25 | |
| 枣庄市 | x3 | x5 | x2 | x16 | x11 | x17 | x19 | x26 | x24 | x3 | x4 | x5 | x16 | x11 | x17 | x19 | x26 | x24 | |
| 东营市 | x3 | x4 | x2 | x16 | x11 | x17 | x19 | x26 | x24 | x3 | x4 | x2 | x16 | x11 | x17 | x19 | x26 | x24 | |
| 烟台市 | x3 | x4 | x6 | x16 | x12 | x11 | x19 | x26 | x27 | x3 | x4 | x2 | x16 | x12 | x11 | x19 | x26 | x27 | |
| 潍坊市 | x3 | x4 | x2 | x16 | x17 | x12 | x19 | x26 | x27 | x4 | x2 | x6 | x16 | x12 | x17 | x19 | x26 | x24 | |
| 济宁市 | x3 | x2 | x8 | x16 | x12 | x17 | x19 | x26 | x27 | x2 | x3 | x6 | x16 | x12 | x17 | x19 | x26 | x24 | |
| 泰安市 | x3 | x4 | x2 | x16 | x12 | x11 | x19 | x26 | x27 | x2 | x4 | x3 | x16 | x12 | x11 | x19 | x26 | x27 | |
| 威海市 | x3 | x4 | x5 | x16 | x11 | x12 | x19 | x26 | x27 | x3 | x4 | x2 | x16 | x11 | x18 | x19 | x26 | x25 | |
| 日照市 | x3 | x4 | x2 | x16 | x12 | x11 | x19 | x26 | x27 | x3 | x4 | x2 | x16 | x11 | x12 | x19 | x26 | x25 | |
| 临沂市 | x3 | x2 | x4 | x16 | x12 | x17 | x19 | x26 | x27 | x2 | x3 | x4 | x16 | x12 | x17 | x19 | x26 | x27 | |
| 德州市 | x3 | x2 | x5 | x16 | x12 | x11 | x19 | x26 | x27 | x3 | x2 | x5 | x16 | x11 | x12 | x19 | x26 | x27 | |
| 聊城市 | x3 | x5 | x2 | x16 | x17 | x11 | x19 | x26 | x27 | x3 | x5 | x6 | x16 | x11 | x17 | x19 | x26 | x24 | |
| 滨州市 | x3 | x4 | x2 | x16 | x11 | x12 | x19 | x26 | x24 | x3 | x4 | x2 | x16 | x11 | x17 | x19 | x26 | x24 | |
| 菏泽市 | x3 | x2 | x5 | x16 | x17 | x12 | x19 | x26 | x27 | x3 | x2 | x5 | x16 | x12 | x17 | x19 | x26 | x24 | |
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