Cognitive Differences Between Residents and Merchants in Ciqikou Mountainous Historic Districts Oriented by the Living Development–Authenticity Preservation Framework
Abstract
1. Introduction
- Owing to their topographic characteristics, mountainous historic districts encounter more pronounced dual challenges of authenticity preservation and living development compared to their flatland counterparts.
- Challenges to the authenticity of living heritage occur in mountainous historic districts, where original residents have gradually moved out because of unmet living demands. Field investigations revealed that the actual resident population was significantly lower than expected, with the remaining low-income residents increasingly marginalised. As a result, the core authenticity of a living heritage site is at serious risk.
- The diverse and complex perceptions and needs of different user groups cannot be effectively balanced, particularly the conflicting demands of merchants and residents, hindering the sustainable development of the district.
- Cognitive differences among user groups across different locations within mountainous historic districts pose new challenges for living development in these areas.
- RQ1: What are the cognitive similarities and differences between merchants and residents of historic mountainous districts?
- RQ2: How are the cognitive differences between merchants and residents formed in mountainous historic districts?
- RQ3: How do topography and location influence the cognition of merchants and residents of mountainous historic districts?
- RQ4: How can an implementation strategy be constructed to coordinate living development with the authentic preservation of living heritage in mountainous historic districts?
2. Literature Review
2.1. Environmental Cognition of Different Users in Mountainous Historic Districts
2.2. Living–Authenticity Theoretical Framework of Historic District
2.3. Grounded Theory Based Research on Mountainous Historic Districts
3. Materials and Methods
3.1. Study Area
3.2. Data Measures
3.3. Text Preprocessing
- Translation: The speech recordings of the interviews were transcribed into verbatim transcripts using iFLYRECv25.8.2250 software.
- Clarity: Noisy data were clarified, and invalid content such as meaningless filler words (e.g., ‘there is one’) were removed. Ambiguous or synonymous terms were standardised; for example, terms like ‘senior citizen’ and ‘old person’ were uniformly replaced with ‘older adults’.
- Text mining: Initially, newly combined terms not included in the built-in dictionary of the Weiciyun text-mining platform were manually identified from the verbatim transcript, such as the new compound ‘community canteen’ derived from ‘community’ and ‘canteen’. Next, the Weiciyun platform automatically extracted and merged potential new terms. The research team then manually reviewed and added relevant terms to the keyword library to support the subsequent coding. Keywords play a critical role in the data organisation process, as they accurately reflect the cognitive characteristics of the sentences and help identify core semantic content. In text mining, WeiCiyun’s fast and automated keyword extraction feature was used to easily and objectively identify high-frequency words; during keyword extraction, only nouns were retained. Typical high-frequency keywords from the residents group included ‘disaster’, ‘transportation’, ‘property management’, ‘culture’, ‘government’, and ‘hospital’. Similarly, high-frequency keywords extracted from the merchants group included ‘disaster’, ‘business’, ‘environment’, ‘public toilet’, ‘rent’, and ‘commercialisation’, reflecting the primary concerns of this group.
- Keyword matching: Subsequently, the extracted keywords were compiled into high-frequency word analysis results for residents and merchants, which were integrated separately to generate two distinct databases. These databases encompass all key entities of concern for both merchants and residents. Finally, the selected entities were retained and re-imported into NVivo software to retrieve the core textual content for subsequent coding.
3.4. Data Coding and Cognitive Result Output Based on Grounded Theory
- The analysis of cognitive similarities and differences and their influencing factors was conducted using grounded theory, cognitive map theory, and human–environment relationship theory and methods. The extraction of cognitive differences and similarities refers to the identification of variations in individuals’ cognitive attributes regarding the environment, behavioural intentions, and spatiotemporal cognition. In the text, they are expressed through terms such as ‘focus’, ‘attention level’, and ‘environmental cognition level’. The analysis included the differences in cognition between different users in the same environment, within the same user group in the same location, between different users in the same location, and between different users in different locations.
- The study of cognitive features and classifications was conducted by combining grounded theory with the living–authenticity theory. The core dimensions and classification patterns of cognition were systematically extracted using coding and cluster analyses.
- The analysis of the cognitive evaluation was based on grounded theory and cultural heritage value assessment. In this study, ‘satisfaction’ and ‘expectation’ were used to describe cognitive evaluation. This approach analyses how cognitive cognition translates into overall assessments of a district, including both rational judgment and emotional feedback, thereby informing renewal strategies for mountainous historic districts.
4. Results
4.1. Findings on Cognitive Similarities and Differences Between Merchants and Residents
4.1.1. Open Coding Results
4.1.2. Axial Coding Results
4.1.3. Selective Coding Results
4.2. Findings on the Impact of Location on User Cognition in Mountainous Historic Districts
- There are no fire hydrants or extinguishers nearby. I don’t know about other locations, but at least in this alley there are none. If a fire breaks out, fire trucks won’t be able to get here. (Resident-03, Block A)
- Fire protection is fine. The fire safety officer comes to check daily—it’s part of his job. (Resident-09, Block B)
- Overall, we are quite satisfied because the policy support is very good. (Merchant-03, Block A)
- Commercial competition is chaotic, and there are no real supportive policies. The administrative committee rarely mediates conflicts between merchants. (Merchant-07, Block A)
4.3. Construction of the Living–Authenticity Cognitive Classification Framework
5. Discussion
5.1. Interpretation of Cognitive Similarities and Differences Between User Groups in Mountainous Historic Districts
5.2. Discussion on the Influence of Location on User Cognition
5.3. Construction of the Living Development–Authentic Preservation Strategic Framework
5.4. Implementation Dimensions of the Living Development–Authenticity Preservation Strategic Framework for Mountainous Historic Districts
5.5. Limitations and Future Study Directions
6. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
BERT | Bidirectional encoder representation from transformers |
CRF | Conditional random field |
ICCROM | International Centre for the Study of the Preservation and Restoration of Cultural Property |
UNESCO | United Nations Educational, Scientific, and Cultural Organization |
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Block | Elevation Difference | Accessibility | Infrastructure Completeness Level | D/H Value | Merchants (Number) | Residents (Number) |
---|---|---|---|---|---|---|
A | ◒ | ◒ | ◒ | ○ | ● | ◒ |
B | ○ | ● | ● | ● | ◒ | ◒ |
C | ● | ○ | ○ | ○ | ○ | ● |
D | ● | ● | ● | ◒ | ● | ○ |
Coordination Layer | Pathway Layer | Goal Layer |
---|---|---|
Living development | Spatial vitality | Fire disaster environment optimisation |
Transportation environment improvement | ||
Public service facilities upgrade | ||
Economic vitality | Resident income growth | |
Socio-cultural-economic equilibrium | ||
Self-organised community-based support | ||
Social vitality | Livelihood policy support | |
Social satisfaction enhancement | ||
Public participation | ||
Living development and authenticity of living heritage | Living culture with authentic vitality | Traditional commercial revitalisation |
Intangible cultural heritage support and continuity | ||
Traditional cultural dissemination | ||
Authentic vitality of historic environment | Cultural landscape environment enhancement | |
Liveable greening enhancement | ||
Authenticity of living heritage | Spatial authenticity | Traditional architecture conservation |
Street pattern and character preservation | ||
Authenticity of community life | Population structure | |
Traditional lifestyle of indigenous peoples | ||
Indigenous livelihood networks |
Coordination Layer | Pathway Layer | Goal Layer |
---|---|---|
Living development | Spatial vitality | Fire disaster environment optimisation |
Transportation environment improvement | ||
Public service facilities upgrade | ||
Economic vitality | Retail revenue growth | |
Culture–economy equilibrium | ||
Industrial economic support enhancement | ||
Social vitality | Social impact amplification | |
Social satisfaction enhancement | ||
Public participation | ||
Living development and authenticity of living heritage | Living culture with authentic vitality | Traditional commercial revitalisation |
Intangible cultural heritage support and continuity | ||
Traditional cultural dissemination | ||
Authentic vitality of historic environment | Cultural landscape environment enhancement | |
Liveable greening enhancement | ||
Authenticity of living heritage | Spatial authenticity | Traditional architecture conservation |
Street pattern and character preservation |
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Gong, C.; Ran, R.; Hu, C. Cognitive Differences Between Residents and Merchants in Ciqikou Mountainous Historic Districts Oriented by the Living Development–Authenticity Preservation Framework. Buildings 2025, 15, 3274. https://doi.org/10.3390/buildings15183274
Gong C, Ran R, Hu C. Cognitive Differences Between Residents and Merchants in Ciqikou Mountainous Historic Districts Oriented by the Living Development–Authenticity Preservation Framework. Buildings. 2025; 15(18):3274. https://doi.org/10.3390/buildings15183274
Chicago/Turabian StyleGong, Cong, Ruihan Ran, and Changjuan Hu. 2025. "Cognitive Differences Between Residents and Merchants in Ciqikou Mountainous Historic Districts Oriented by the Living Development–Authenticity Preservation Framework" Buildings 15, no. 18: 3274. https://doi.org/10.3390/buildings15183274
APA StyleGong, C., Ran, R., & Hu, C. (2025). Cognitive Differences Between Residents and Merchants in Ciqikou Mountainous Historic Districts Oriented by the Living Development–Authenticity Preservation Framework. Buildings, 15(18), 3274. https://doi.org/10.3390/buildings15183274