How Digital Intelligence Enables Integration of Agricultural and Tourism Industries? An Empirical Study of Less-Developed Areas in China

The integration of agricultural and tourism industries is an important way for underdeveloped regions to build economic development momentum with a distinctive industrial system, and digital technology or artificial intelligence provides opportunities for industrial integration and innovative development. Using panel data from 17 prefecture-level cities in the former Central Soviet Area of Jiangxi, Fujian, and Guangdong Provinces spanning from 2012 to 2021, this study empirically examines the impact of digital intelligence on the integration of agricultural and tourism industries, along with its underlying mechanisms. The empirical results show that digital intelligence can significantly promote the integration of agricultural and tourism industries, but intelligence contributes less to the integration of agricultural and tourism than digitization. In addition, digital intelligence promotes the integration of agricultural and tourism industries through the industrial structure, threshold-lowing, and consumer demand effects. Moreover, the empowering effect of digital intelligence in the cities of the Jiangxi Region is greater than that of the Fujian and Guangdong Regions.

Authors

Institutions

Publication Details

Journal
SAGE Open
Published
2025-04-01
DOI
https://doi.org/10.1177/21582440251328103
Citations
1
Primary Topic
Diverse Aspects of Tourism Research
Type
article
Field-Weighted Citation Impact
4.20
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

How Digital Intelligence Enables Integration of Agricultural and Tourism Industries? An Empirical Study of Less-Developed Areas in China

Congxian He, Shijiao Huang, Xin Yang, Chongli Chen
1 citations
SAGE Open
Diverse Aspects of Tourism Research
4.20
article

How Digital Intelligence Enables Integration of Agricultural and Tourism Industries? An Empirical Study of Less-Developed Areas in China

Congxian He, Shijiao Huang, Xin Yang, Chongli Chen
article en
1 citations

Abstract

The integration of agricultural and tourism industries is an important way for underdeveloped regions to build economic development momentum with a distinctive industrial system, and digital technology or artificial intelligence provides opportunities for industrial integration and innovative development. Using panel data from 17 prefecture-level cities in the former Central Soviet Area of Jiangxi, Fujian, and Guangdong Provinces spanning from 2012 to 2021, this study empirically examines the impact of digital intelligence on the integration of agricultural and tourism industries, along with its underlying mechanisms. The empirical results show that digital intelligence can significantly promote the integration of agricultural and tourism industries, but intelligence contributes less to the integration of agricultural and tourism than digitization. In addition, digital intelligence promotes the integration of agricultural and tourism industries through the industrial structure, threshold-lowing, and consumer demand effects. Moreover, the empowering effect of digital intelligence in the cities of the Jiangxi Region is greater than that of the Fujian and Guangdong Regions.

SAGE OpenVol. 15(2)
Jiangxi Normal University (CN)
Openalex Percentile: Top 8%
Diverse Aspects of Tourism Research
4.20
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

How Digital Intelligence Enables Integration of Agricultural and Tourism Industries? An Empirical Study of Less-Developed Areas in China — Congxian He, Shijiao Huang, et al. · SAGE Open (2025) | TGRS Research Map | TGRS