| Literature DB >> 34720321 |
Alberto Hidalgo1,2, David Martín-Barroso3,2,4, Juan A Nuñez-Serrano5,2, Jaime Turrión5,2, Francisco J Velázquez3,2,4.
Abstract
This paper analyses the influence that the initial actions and strategies pursued by hotel managers have on the recovery of occupancy after a crisis such as the COVID-19 pandemic. To do this, a specific survey is carried out on managers of Spanish hotels. The main findings show that labour actions, especially plans for temporary employment regulations, innovation and differentiation strategies, reorientation to closer markets and obtaining information from official sources as a guarantee of their certainty, are the measures that have a greater impact on the possibilities of recovering hotel activity. In addition, government measures that contribute to the improvement of the financial situation of firms can also play a relevant role in hotel recovery.Entities:
Keywords: COVID-19; Crisis management; Hospitality industry; Spain
Year: 2021 PMID: 34720321 PMCID: PMC8548282 DOI: 10.1016/j.tourman.2021.104395
Source DB: PubMed Journal: Tour Manag ISSN: 0261-5177
Hospitality crisis management studies.
| Authors | Country | Event | Duration | Effect | Temporal Analysis | Hotels open | Agent | Sample | Labor force | Marketing | Innovation | Financial | Govt. | Other | |||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Reduce labour force | Reduce wages | Education, Training | Outsourcing | Demand reorientation | Destination promotion | Special Promotions | Price drops | Prom. For Foreigners | New products | New markets | Technology adoption | Current cost cut | Reduction of services | Reduction in investments | Credit request/Special credit programme | Postpone payments | Claim government support | Public current subsidies | Deferral of tax payments | Monitoring and evaluation | Inform. & Commun. | Industry cooperation | Differing actions | Temporary closures | Special contingency plan | ||||||||||
| ISR | W/T | L&W | D | D | Yes | M&G | Indirect | X | X | X | X | X | X | ||||||||||||||||||||||
| USA | Terrorism 9/11 | M | D&I | A | Yes | M | SU, 1033 | X | X | X | X | X | X | X | X | X | |||||||||||||||||||
| USA | Terrorism 9/11 | M | D | D&A | Yes | M&G | Indirect | X | X | X | X | X | X | X | X | X | X | X | X | X | X | ||||||||||||||
| HKG | SARS | S&M | D | D | Yes | M | Indirect | X | X | X | X | X | X | X | X | X | X | ||||||||||||||||||
| ISR | W/T | L&W | D | D | Yes | M | SU, 116 | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | |||||||||||
| HKG | SARS | S&M | D | D | Yes | M | IN, 1 | X | X | X | X | X | X | X | X | X | X | ||||||||||||||||||
| SGP | SARS | S&M | D | D | Yes | M | SU, 9 | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | ||||||||||
| KOR | SARS | S&M | D | D | Yes | M | IN | X | X | X | X | X | X | X | X | X | X | X | |||||||||||||||||
| TUR | Economic | M | D | D | Yes | M | SU, 78 | X | X | X | X | X | X | X | X | X | X | X | |||||||||||||||||
| TUR | Economic | M | D | D | Yes | M | SU, 108 | X | X | X | X | X | X | X | X | X | X | X | X | X | X | ||||||||||||||
| HKG | SARS | S&M | D | B,D&A | Yes | M | IN, 6 | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | |||||||||||
| THA | IO Tsunami | M&L | D | A | Re/Yes | M | Indirect | X | X | X | X | X | X | X | X | X | X | X | X | ||||||||||||||||
| CAN | SARS | M | D | D&A | Yes | M | SU, 16 | X | X | X | X | X | X | X | X | X | |||||||||||||||||||
| IND | T | L | D&I | D | Yes | M | SU, 145 | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | ||||||||||||
| ESP | Great Reccesion | L | D&I | D | Yes | M | SU, 134 | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | ||||||||||||
| MYS | Various | M&L | D&I | D&A | Yes | M&G | IN, 33 | X | X | X | X | X | X | X | X | X | X | ||||||||||||||||||
| ESP | Great Reccesion | L | D&I | D | Yes | M | SU-IN, 339 | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | |||||||||||
| GRC | Various | L | D | D | Yes | M | SU, 243 | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | |||||||||
| ESP | COVID-19 | M | D | D | No/Yes | M&G | Indirect | X | X | X | X | X | X | X | X | X | X | X | X | ||||||||||||||||
| IND | COVID-19 | M | D | D | Yes | M | IN, 15 | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | |||||||||||||
W is War; T is Terrorism.
L is Long-Term; M is Medium-Term; S is Short-Term & W is Waves.
D is Direct & I is Indirect.
D is during the event & A is after the event.
M is managers & G is government.
SU is survey & IN is Interviews.
Fig. 1Evolution of overnights in hotels. Spain 2020.
Fig. 2COVID-19 and tourist activity (*). (*) Tourist activity in 2019. Infection numbers are as of January 5, 2021.
Description of the survey sample.
| Type of establishment | |
|---|---|
| Hotel | 395 |
| Hostelries (Hostel) | 133 |
Coverage of the sample.
| Sample | 2019 Population | Coverage (%) | ||||
|---|---|---|---|---|---|---|
| Number | Rooms | Number | Rooms | Number | Rooms | |
| (1) | (2) | (3) | (4) | (1)/(3) | (2)/(4) | |
| Hotels | 395 | 37,316 | 9674 | 7,82,399 | 4.0 | 4.7 |
| 5 stars | 34 | 6603 | 345 | 52,302 | 9.8 | 13.6 |
| 4 stars | 119 | 17,891 | 2717 | 3,87,638 | 4.3 | 4.6 |
| 3 stars | 135 | 9447 | 3002 | 2,40,792 | 4.4 | 3.8 |
| 2 stars | 75 | 2489 | 2199 | 70,586 | 3.4 | 3.5 |
| 1 star | 32 | 886 | 1411 | 31,081 | 2.2 | 2.9 |
| Hostelries | 133 | 2413 | 7469 | 1,03,565 | 1.7 | 2.3 |
| 3 & 2 stars | 87 | 1563 | 3354 | 52,292 | 2.5 | 2.9 |
| 1 star | 46 | 850 | 4115 | 51,273 | 1.1 | 1.6 |
| Hotels & Host. | 528 | 39,725 | 17,143 | 8,85,964 | 3 | 4.4 |
| North coast | 77 | 3816 | 3460 | 81,376 | 2.2 | 4.6 |
| Medit. Coast | 153 | 14,031 | 3802 | 2,24,547 | 4 | 6.2 |
| South coast | 104 | 7756 | 2948 | 1,48,406 | 3.5 | 5.2 |
| Islands | 55 | 7541 | 1884 | 2,81,218 | 2.9 | 2.6 |
| Madrid | 104 | 2640 | 3895 | 57,517 | 2.6 | 4.5 |
| Rest of Spain | 35 | 3945 | 1154 | 92,900 | 3 | 4.2 |
Fig. 3Occupancy forecast by Spanish hotel managers.
Fig. 4Time needed to reach certain occupancy rates and uncertainty caused by COVID-19.
Survey of descriptive statistics on actions and strategies taken by hotels.
| Actions taken by hotels | % of survey responses | |||
|---|---|---|---|---|
| Not applicable | Not | Partially | Yes | |
| Contingency Plan | 14.4 | 17.2 | 24.4 | 43.9 |
| Teleworking | 34.5 | 34.1 | 12.1 | 19.3 |
| Flexible schedules | 40.0 | 23.3 | 9.3 | 27.5 |
| Temporary employment regulations plans (TERP) | 7.8 | 10.4 | 9.9 | 72.0 |
| Postponed payments to suppliers | 7.0 | 45.6 | 13.6 | 33.7 |
| Clients have postponed payments | 13.1 | 48.3 | 9.5 | 29.2 |
| Applied for loans | 10.2 | 39.4 | 2.7 | 47.7 |
| Postponed taxes | 9.1 | 41.1 | 6.1 | 43.8 |
| Reception of non-refundable aid | 9.3 | 76.5 | 1.3 | 12.9 |
| Sanitary actions | 7.2 | 6.1 | 9.1 | 77.7 |
Results of the actions and strategies on recovery prospects.
| Level of occupancy in each season | Recovery Path | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ORDERED PROBIT | FRACTIONAL LOGIT | |||||||||
| summer 2020 | autumn 2020 | winter 2020 | spring 2021 | summer 2021 | Unweighted | Weighted | ||||
| Selection Eq. | Quantity Eq. | (2) | (3) | (4) | (5) | (6) | (7) | |||
| Variables | (1a) | (1b) | ||||||||
| Rooms/1000 | – | −0.269 | −0.269 | −0.528 | 0.612 | 0.321 | −0.005 | −0.005 | ||
| (0.728) | (0.523) | (0.562) | (0.471) | (0.361) | (0.301) | (0.237) | ||||
| Zones | Inland Spain | 1.554*** | −0.055 | −0.106 | −0.315 | −0.059 | 0.213 | 0.075 | 0.141 | |
| (0.455) | (0.470) | (0.263) | (0.243) | (0.210) | (0.221) | (0.131) | (0.127) | |||
| Islands | 0.456 | −0.07 | −0.149 | −0.09 | 0.079 | −0.09 | −0.115 | −0.103 | ||
| (0.430) | (0.466) | (0.321) | (0.293) | (0.283) | (0.296) | (0.174) | (0.169) | |||
| Mediterranean Coast | 0.744** | 0.168 | −0.204 | −0.382* | −0.100 | 0.375* | 0.042 | 0.110 | ||
| (0.338) | (0.700) | (0.237) | (0.200) | (0.177) | (0.212) | (0.111) | (0.108) | |||
| North Coast | 1.259*** | 0.632 | 0.091 | −0.151 | 0.082 | 0.751*** | 0.289** | 0.392*** | ||
| (0.403) | (0.596) | (0.268) | (0.248) | (0.206) | (0.240) | (0.137) | (0.135) | |||
| South Coast | 1.013*** | −0.07 | −0.209 | −0.533** | −0.152 | 0.171 | 0.015 | 0.076 | ||
| (0.359) | (0.547) | (0.254) | (0.218) | (0.187) | (0.205) | (0.121) | (0.117) | |||
| Types | 1.2 & 3 stars hotels | 0.299 | −0.309 | −0.127 | −0.473*** | −0.022 | −0.074 | −0.072 | −0.055 | |
| (0.215) | (0.215) | (0.136) | (0.147) | (0.135) | (0.140) | (0.082) | (0.079) | |||
| Hostelries | 0.765*** | −0.246 | −0.112 | −0.509*** | −0.085 | −0.171 | −0.048 | −0.031 | ||
| (0.268) | (0.240) | (0.186) | (0.191) | (0.171) | (0.176) | (0.108) | (0.104) | |||
| Hotel chain | 0.0650 | −0.253 | 0.032 | 0.052 | 0.178 | 0.189 | 0.029 | 0.018 | ||
| (0.209) | (0.173) | (0.156) | (0.161) | (0.140) | (0.156) | (0.088) | (0.085) | |||
| Market share | Rest of National market share | −2.125** | −0.297 | −0.210 | −0.047 | 0.095 | 0.242 | −0.106 | −0.145 | |
| (0.860) | (0.927) | (0.376) | (0.427) | (0.386) | (0.382) | (0.236) | (0.232) | |||
| International market share | −2.582*** | −0.578 | −0.931*** | −0.660* | 0.179 | 0.439 | −0.349* | −0.346* | ||
| (0.694) | (0.613) | (0.328) | (0.372) | (0.308) | (0.334) | (0.200) | (0.197) | |||
| Market segment | MICE & Business tourism | 0.104 | −0.128 | −0.199* | −0.179 | 0.034 | 0.056 | 0.02 | 0.027 | |
| (0.210) | (0.209) | (0.118) | (0.127) | (0.117) | (0.123) | (0.068) | (0.066) | |||
| Cultural tourism | −0.192 | 0.04 | −0.061 | −0.082 | 0.114 | 0.003 | 0.037 | 0.03 | ||
| (0.180) | (0.131) | (0.112) | (0.116) | (0.112) | (0.115) | (0.066) | (0.065) | |||
| Urban tourism | 0.389* | −0.319** | −0.101 | −0.009 | −0.075 | 0.081 | −0.034 | −0.036 | ||
| (0.227) | (0.152) | (0.124) | (0.138) | (0.122) | (0.132) | (0.072) | (0.070) | |||
| Health & Wellness tourism | −0.186 | 0.447** | 0.197 | 0.207 | 0.149 | 0.285** | 0.157* | 0.163* | ||
| (0.234) | (0.186) | (0.145) | (0.161) | (0.144) | (0.143) | (0.090) | (0.088) | |||
| Sun & Beach tourism | 0.519** | 0.190 | 0.333** | 0.071 | −0.300** | 0.254* | 0.071 | 0.112 | ||
| (0.219) | (0.151) | (0.134) | (0.149) | (0.125) | (0.134) | (0.078) | (0.076) | |||
| Rural & Adventure tourism | 0.862*** | −0.018 | 0.029 | 0.056 | −0.047 | 0.217* | 0.110 | 0.130* | ||
| (0.246) | (0.134) | (0.128) | (0.138) | (0.121) | (0.126) | (0.074) | (0.073) | |||
| Accions taken | Actions on payments | 0.220*** | −0.146** | 0.007 | −0.039 | −0.024 | −0.009 | 0.001 | 0.005 | |
| (0.078) | (0.074) | (0.056) | (0.049) | (0.054) | (0.059) | (0.033) | (0.033) | |||
| Labor actions | −0.278*** | 0.155*** | 0.182*** | 0.184*** | 0.144*** | 0.115** | 0.087*** | 0.075** | ||
| (0.108) | (0.056) | (0.059) | (0.056) | (0.053) | −0.054 | (0.031) | (0.030) | |||
| Risk reduction actions | 0.0279 | −0.086 | −0.052 | −0.016 | −0.042 | −0.036 | −0.021 | −0.024 | ||
| (0.084) | (0.055) | (0.052) | (0.053) | (0.051) | (0.053) | (0.031) | (0.030) | |||
| Business Strategies | Innovation & Differentiation | 0.152** | −0.022 | 0.140** | 0.088 | 0.069 | 0.075 | 0.058* | 0.059* | |
| (0.080) | (0.072) | (0.061) | (0.061) | (0.054) | (0.061) | (0.034) | (0.033) | |||
| Market reorientation | 0.225*** | 0.110 | 0.152*** | 0.125** | 0.158*** | 0.147*** | 0.105*** | 0.111*** | ||
| (0.085) | (0.099) | (0.058) | (0.059) | (0.056) | (0.056) | (0.032) | (0.031) | |||
| Price strategies | −0.220** | 0.031 | −0.048 | −0.029 | −0.05 | −0.037 | −0.018 | −0.015 | ||
| (0.102) | (0.059) | (0.057) | (0.064) | (0.054) | (0.056) | (0.033) | (0.032) | |||
| Sanitary & Health strategies | −0.109 | 0.009 | −0.017 | −0.051 | 0.018 | 0.102* | 0.004 | 0.012 | ||
| (0.093) | (0.086) | (0.057) | (0.058) | (0.053) | (0.057) | (0.032) | (0.032) | |||
| Public policies | Business environment policies | – | 0.011 | −0.056 | −0.038 | −0.04 | −0.019 | −0.017 | −0.014 | |
| (0.060) | (0.061) | (0.065) | (0.058) | (0.056) | (0.034) | (0.033) | ||||
| Financial policies | – | 0.053 | −0.033 | −0.038 | 0.006 | −0.011 | −0.006 | −0.006 | ||
| (0.068) | (0.057) | (0.058) | (0.052) | (0.051) | (0.031) | (0.030) | ||||
| Information sources | Official sources | 0.131 | −0.062 | 0.158*** | 0.158*** | 0.149*** | 0.122** | 0.090*** | 0.082*** | |
| (0.087) | (0.083) | (0.054) | (0.060) | −0.051 | (0.054) | (0.031) | (0.031) | |||
| Network sources | −0.001 | 0.075 | 0.087 | 0.021 | 0.096* | 0.061 | 0.048 | 0.047 | ||
| (0.083) | (0.056) | (0.056) | (0.062) | (0.050) | (0.052) | (0.032) | (0.031) | |||
| Advice sources | −0.058 | 0.012 | 0.008 | 0.045 | 0.037 | 0.045 | 0.037 | 0.033 | ||
| (0.082) | (0.070) | (0.053) | (0.058) | (0.049) | (0.051) | (0.030) | (0.029) | |||
| Observations | 528 | 528 | 477 | 423 | 503 | 513 | 528 | 528 | ||
Robust standard errors in parentheses.
***p < 0.01. **p < 0.05. *p < 0.1.
Summary statistics for occupancy predictions
| Variables | Obs. | mean | Standard | Skewness | kurtosis | |||
|---|---|---|---|---|---|---|---|---|
| Occupancy forecast | summer 2020 | 440 | 0.677 | 0.761 | 0.771 | 2.646 | ||
| autumn 2020 | 477 | 0.960 | 0.773 | 0.287 | 2.293 | |||
| winter 2020 | 423 | 1.206 | 0.819 | 0.098 | 2.310 | |||
| spring 2021 | 503 | 1.634 | 0.821 | −0.251 | 2.574 | |||
| summer 2021 | 513 | 2.136 | 0.806 | −0.633 | 2.790 | |||
| summer 2020 | 528 | 4.714 | 10.308 | 2.254 | 7.325 | |||
| autumn 2020 | 528 | 7.249 | 12.096 | 1.522 | 4.280 | |||
| winter 2020 | 528 | 11.135 | 14.585 | 1.029 | 3.040 | |||
| spring 2021 | 528 | 19.097 | 16.940 | 0.376 | 2.172 | |||
| summer 2021 | 528 | 30.207 | 18.417 | −0,283 | 1.895 | |||
| summer 2020 | 528 | 16.932 | 19.023 | 0.771 | 2.646 | |||
| autumn 2020 | 528 | 24.004 | 19.319 | 0.287 | 2.292 | |||
| winter 2020 | 528 | 30.142 | 20.477 | 0.098 | 2.310 | |||
| spring 2021 | 528 | 40.855 | 20.535 | −0.251 | 2.574 | |||
| summer 2021 | 528 | 53.411 | 20.145 | −0.633 | 2.790 | |||
| Recovery path | Unweighted | 528 | 0.543 | 0.178 | 0.037 | 2.545 | ||
| Weighted | 528 | 0.547 | 0.175 | 0.084 | 2.521 | |||
| Time needed to recover | Seasonal Unweighted (0/5) | 528 | 2.333 | 1.071 | −0.103 | 2.187 | ||
| Seasonal Weighted (0/1) | 528 | 0.467 | 0.214 | −0.103 | 2.187 | |||
| Time to reach an occupancy | 50% with COVID-19 | 528 | 1.987 | 0.709 | −0.621 | 7.001 | ||
| 50% without COVID-19 | 528 | 1.278 | 1.076 | 0.683 | 2.958 | |||
| 100% with COVID-19 | 528 | 3.462 | 0.761 | −1.178 | 3.491 | |||
| 100% without COVID-19 | 528 | 2.362 | 1.053 | −0.234 | 2.468 | |||
| 50% with COVID-19 | 528 | 7.580 | 3.990 | 2.690 | 13.211 | |||
| 50% without COVID-19 | 528 | 5.614 | 5.330 | 2.224 | 8.428 | |||
| 100% with COVID-19 | 528 | 19.494 | 7.225 | −0.697 | 1.792 | |||
| 100% without COVID-19 | 528 | 10.790 | 6.888 | 0.959 | 3.016 | |||
| 50% with COVID-19 | 528 | 12.967 | 5.913 | 2.116 | 9.332 | |||
| 50% without COVID-19 | 528 | 9.472 | 8.094 | 1.899 | 6.198 | |||
| 100% with COVID-19 | 528 | 29.608 | 8.925 | −1.039 | 2.704 | |||
| 100% without COVID-19 | 528 | 17.960 | 10.189 | 0.412 | 2.027 | |||
| Uncertainty | 50% occupancy | 528 | 0.919 | 0.851 | 0.415 | 2.110 | ||
| 100% occupancy | 528 | 1.184 | 1.000 | 0.538 | 2.670 | |||
| 50% occupancy | 528 | 1.966 | 5.901 | −1.086 | 7.257 | |||
| 100% occupancy | 528 | 8.705 | 8.905 | −0.565 | 3.198 | |||
| 50% occupancy | 528 | 4.153 | 7.599 | −0.375 | 5.290 | |||
| 100% occupancy | 528 | 11.938 | 11.417 | −0.229 | 2.602 | |||
Summary statistics for actions and business strategies
| Variables | Obs. | mean | Standard | Skewness | kurtosis | ||
|---|---|---|---|---|---|---|---|
| Actions hotels have taken | On payments | Component | 528 | 0.000 | 1.000 | −2.617 | 9.199 |
| Postponed taxes (0/3) | 528 | 1.845 | 1.091 | −0.111 | 1.446 | ||
| Reception of non-refundable aid (0/3) | 528 | 1.178 | 0.769 | 1.392 | 4.618 | ||
| Applied for loans (0/3) | 528 | 1.879 | 1.126 | −0.192 | 1.413 | ||
| Postponed payments to suppliers (0/3) | 528 | 1.741 | 1.004 | 0.120 | 1.608 | ||
| Clients have postponed payments (0/3) | 528 | 1.547 | 1.046 | 0.297 | 1.756 | ||
| Labour | Component | 528 | 0.000 | 1.000 | −1.585 | 5.860 | |
| Temporary employment regulation plans (0/3) | 528 | 2.460 | 0.961 | −1.554 | 3.975 | ||
| Flexible schedules (0/3) | 528 | 1.242 | 1.239 | 0.402 | 1.535 | ||
| Teleworking (0/3) | 528 | 1.163 | 1.102 | 0.544 | 1.967 | ||
| Risk reduct. | Component | 528 | 0.000 | 1.000 | −1.363 | 5.128 | |
| Contingency plan (0/3) | 528 | 1.979 | 1.091 | −0.626 | 2.018 | ||
| Sanitary actions (0/3) | 528 | 2.572 | 0.894 | −1.987 | 5.585 | ||
| Source of information | Official | Component | 528 | 0.000 | 1.000 | −0.384 | 1.819 |
| Central government (0/1) | 528 | 0.585 | 0.493 | −0.346 | 1.120 | ||
| Regional government (0/1) | 528 | 0.661 | 0.474 | −0.680 | 1.463 | ||
| Local government (0/1) | 528 | 0.513 | 0.500 | −0.053 | 1.003 | ||
| Network | Component | 528 | 0.000 | 1.000 | 0.346 | 2.166 | |
| Media (0/1) | 528 | 0.625 | 0.485 | −0.516 | 1.267 | ||
| Social Networks (0/1) | 528 | 0.333 | 0.472 | 0.707 | 1.500 | ||
| Other firms (0/1) | 528 | 0.178 | 0.383 | 1.683 | 3.834 | ||
| Advice | Component | 528 | 0.000 | 1.000 | −0.648 | 2.301 | |
| Business associations (0/1) | 528 | 0.708 | 0.455 | −0.917 | 1.840 | ||
| Consulting firms (0/1) | 528 | 0.313 | 0.464 | 0.809 | 1.655 | ||
| Business strategies | Innovation &; Differentiation | Component | 528 | 0.000 | 1.000 | −1.345 | 4.861 |
| New services (1/5) | 528 | 2.972 | 1.301 | −0.025 | 1.931 | ||
| Customisation (1/5) | 528 | 3.633 | 1.239 | −0.596 | 2.373 | ||
| Differentiation (1/5) | 528 | 3.485 | 1.267 | −0.496 | 2.273 | ||
| Promotion (1/5) | 528 | 3.578 | 1.266 | −0.562 | 2.334 | ||
| Market reorien. | Component | 528 | 0.000 | 1.000 | −0.387 | 2.243 | |
| To regional markets (1/5) | 528 | 3.384 | 1.441 | −0.356 | 1.775 | ||
| To national markets (1/5) | 528 | 3.820 | 1.279 | −0.756 | 2.408 | ||
| Price | Component | 528 | 0.000 | 1.000 | −0.827 | 2.890 | |
| Price moderation (1/5) | 528 | 2.648 | 1.322 | 0.257 | 1.929 | ||
| Cancellation policies (1/5) | 528 | 3.398 | 1.469 | −0.434 | 1.837 | ||
| Payment renegotiation (1/5) | 528 | 3.119 | 1.407 | −0.151 | 1.792 | ||
| Sanitary | Component | 528 | 0.000 | 1.000 | 0.098 | 2.125 | |
| COVID-free label (1/5) | 528 | 3.223 | 1.521 | −0.251 | 1.627 | ||
| Sanitary actions (1/5) | 528 | 4.475 | 0.936 | −2.090 | 7.073 | ||
| Public policies | Business environment | Component | 528 | 0.000 | 1.000 | −1.549 | 5.266 |
| Tourism infrastructures (1/5) | 528 | 3.896 | 1.277 | −0.888 | 2.622 | ||
| Destination promotion (1/5) | 528 | 4.095 | 1.242 | −1.232 | 3.437 | ||
| New attractions (1/5) | 528 | 3.777 | 1.341 | −0.793 | 2.395 | ||
| General promotion (1/5) | 528 | 4.133 | 1.205 | −1.292 | 3.676 | ||
| Labour flexibility (1/5) | 528 | 3.941 | 1.334 | −0.964 | 2.641 | ||
| Financial impact | Component | 528 | 0.000 | 1.000 | −0.549 | 2.728 | |
| Financing funds (1/5) | 528 | 4.047 | 1.186 | −1.149 | 3.408 | ||
| Flexibility in taxes (1/5) | 528 | 3.972 | 1.330 | −1.047 | 2.827 | ||
| Non-refundable subsidies (1/5) | 528 | 4.144 | 1.266 | −1.349 | 3.618 | ||
Summary statistics for hotel characteristics
| Variables | Obs. | mean | Standard | Skewness | kurtosis | |
|---|---|---|---|---|---|---|
| Rooms | 528 | 75.244 | 135.358 | 4.987 | 39.487 | |
| Geographical zones | Madrid | 528 | 0.066 | 0.249 | 3.487 | 13.157 |
| Inland Spain | 528 | 0.197 | 0.398 | 1.524 | 3.322 | |
| Islands | 528 | 0.104 | 0.306 | 2.592 | 7.716 | |
| Mediterranean Coast | 528 | 0.290 | 0.454 | 0.927 | 1.859 | |
| North Coast | 528 | 0.146 | 0.353 | 2.007 | 5.028 | |
| South Coast | 528 | 0.197 | 0.398 | 1.524 | 3.322 | |
| Hotel type | 4 &; 5 stars hotels | 528 | 0.290 | 0.454 | 0.927 | 1.859 |
| 1, 2 &; 3 stars hotels | 528 | 0.458 | 0.499 | 0.167 | 1.028 | |
| Hostelries | 528 | 0.252 | 0.435 | 1.143 | 2.307 | |
| Hotel Chain | 528 | 0.216 | 0.412 | 1.381 | 2.907 | |
| Market shares | Regional market share | 528 | 0.184 | 0.187 | 1.329 | 4.047 |
| Rest of National market share | 528 | 0.345 | 0.240 | 0.570 | 2.337 | |
| International market share | 528 | 0.471 | 0.292 | 0.146 | 1.650 | |
| Market segment | MICE &; Business tourism | 528 | 0.386 | 0.487 | 0.467 | 1.218 |
| Cultural tourism | 528 | 0.521 | 0.500 | −0.083 | 1.007 | |
| Urban tourism | 528 | 0.402 | 0.491 | 0.402 | 1.161 | |
| Health &; Wellness tourism | 528 | 0.180 | 0.384 | 1.667 | 3.777 | |
| Sun &; Beach tourism | 528 | 0.328 | 0.470 | 0.734 | 1.539 | |
| Rural &; Adventures tourism | 528 | 0.407 | 0.492 | 0.378 | 1.143 | |
CATPCA results of the variable aggregation procedure 7.
Econometric Models for each of the dependent variables.
| ≥ 76% | 51%–75% | 26%–50% | 11%–25% | ≤ 10% | |
|---|---|---|---|---|---|
| Closed | 0%–25% | 26%–50% | 51%–75% | 76%–100% | |
|---|---|---|---|---|---|
| 1–3 months | 3–6 months | 6–12 months | 12–24 months | More than 24 months | Never | |
|---|---|---|---|---|---|---|
| Yes | No | Partially | Not applicable | |
|---|---|---|---|---|
| 1 | 2 | 3 | 4 | 5 | |
|---|---|---|---|---|---|
| 1 | 2 | 3 | 4 | 5 | |
|---|---|---|---|---|---|
| Summer 2020 | Autumn 2020 | Winter | Spring | Summer 2021 | |
|---|---|---|---|---|---|