Table 4.
Topic summary.
| No. | Topic Label | Proportion | Top 7 words |
|
|---|---|---|---|---|
| Highest Probability | FREX | |||
| 1 | Trust in Airbnb | 4.73% | trust, satisfaction, intention, platform, study, customer, service | trust, satisfaction, repurchase, antecedent, recovery, loyalty, intention |
| 2 | Impacts on urban tourism | 5.32% | city, urban, tourism, gentrification, tourism, analysis, datum | gentrification, urban, neighborhood, historic, barcelona, touristification, concentration |
| 3 | Data applications | 3.99% | use, datum, user, model, information, system, propose | prediction, accuracy, label, dataset, machine, crowdsourcing, neural |
| 4 | Airbnb website content analysis | 4.92% | review, guest, host, information, platform, rating, online | rating, photo, review, description, score, decision, sentiment |
| 5 | Host-guest interactions | 4.75% | host, guest, accommodation, hospitality, tourism, study, network | hospitality, host, traveler, interview, couchsurfing, network, upon, book |
| 6 | House rules | 2.27% | use, public, regulatory, venue, host, study, smoke | smoke, venue, permit, prevalence, regulate, fire, tax |
| 7 | Airbnb cybersecurity | 2.87% | right, place, reserve, paper, leak, use, make | leak, residence, web, bleak, right, law, memory |
| 8 | Motivations of Airbnb users | 4.61% | perceive, accommodation, intention, impact, use, tourist, resident | traveler, perceive, attitude, behavioral, perception, intention, towards |
| 9 | Governance of sharing economy platforms | 5.62% | platform, digital, economy, market, article, social, control | digital, governance, labour, driver, democratic, algorithmic, infrastructure |
| 10 | Perceived risk | 6.24% | consumer, study, intention, effect, user, risk, perceive | consumer, brand, risk, behavioral, motivation, gender, identity |
| 11 | Impacts on tourist destinations | 6.28% | tourism, tourist, destination, study, accommodation, impact, development | destination, tourism, cluster, conflict, overtourism, coastal, tourist |
| 12 | Business model analysis | 6.71% | business, model, platform, share, innovation, disruptive, economy | business, multisided, innovation, disruptive, firm, sustainability, company |
| 13 | Comparisons of Airbnb and hotels | 8.01% | hotel, study, effect, demand, market, price, impact | hotel, demand, occupancy, spatial, distribution, location, rate |
| 14 | Airbnb pricing | 6.53% | price, host, listing, attribute, performance, use, effect | listing, price, attribute, signal, performance, revenue, listing |
| 15 | Technological innovation | 4.85% | market, new, innovation, technology, uber, create, design | innovation, transport, institutional, student, technology, society, uber |
| 16 | Buying behavior | 2.75% | peertopeer, marketplace, market, individual, peer, personal, seller | seller, buyer, peer, marketplace, personal, selfpresentation, product |
| 17 | Impacts on housing prices and rents | 7.31% | rental, house, shortterm, market, city, increase, impact | rental, shortterm, house, rent, longterm, residential, regulation |
| 18 | Airbnb user experience analysis | 5.91% | experience, service, review, host, customer, accommodation, guest | experience, topic, authenticity, dimension, theme, extract, quality |
| 19 | Value creation in Airbnb | 4.12% | value, customer, consumption, social, experience, online, cocreation | cocreation, value, consumption, collaborative, customer, dimension, proposition |
| 20 | Service preferences of users | 2.16% | user, service, model, method, analysis, propose, preference | preference, procedure, match, crowd, nature, method, user |
Note: The highest probability words are the terms that are most likely to be connected with a particular topic. FREX is a measurement that considers how often words appear in a specific topic and how unique they are to that topic compared to others.