Submitted:
01 April 2025
Posted:
02 April 2025
You are already at the latest version
Abstract
Keywords:
Introduction and Literature Review
Methodology
Results
- Š
- diversification of activities: increasing demand for adventure tourism, agro-tourism and eco-friendly resorts;
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- EU funds: dedicated programs (eg, Green Deal) that support mountain SMEs.
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- automation of services: use of robots in hospitality and drones for deliveries in remote areas;
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- the impact of climate change: the reduction of the winter season in the Alps will stimulate investment in non-ski attractions;
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- cross-border collaborations: pan-European projects for the sustainable development of mountain areas.
Conclusions
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- supporting local entrepreneurs through grants and training in green technologies;
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- development of digital infrastructures in rural mountainous areas;
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- monitoring the climate impact on mountain economic activities.
References
- Biletska, N., Holovko, O., & Lemak, V. (2024). Modern concepts of development of tourist and restaurant clusters in upland areas. Economic Space, (191), 40-45. https://doi.org/10.32782/2224-6282/191-8. [CrossRef]
- Cholakova, S., & Dogramadjieva, E. (2023). Climate change adaptation in the skiing industry : Stakeholders ' perceptions regarding a mountain resort in southeastern Europe. Journal of Outdoor Recreation and Tourism, 42, 100611. [CrossRef]
- Krzesiwo, K., & Mika, M. (2024). A tourist business in a state of sustained uncertainty. An exploratory study of barriers to ski resort development in Poland. Current Issues in Tourism, 27(8), 1249-1264. [CrossRef]
- Lixăndroiu, R., & Lupșa-Tătaru, D. (2023). Switzerland? The Best Choice for Accommodation in Europe for Skiing in the 2023 Season. Sustainability, 15(5), 4032. [CrossRef]
- Moretti, M., Belliggiano, A., Grando, S., Felici, F., Scotti, I., Ievoli, C.,... & Brunori, G. (2023). Characterizing value chains ' contribution to resilient and sustainable development in European mountains areas. Journal of Rural Studies, 100, 103022. [CrossRef]
- Sgroi, F., & Modica, F. (2024). Digital technologies for the sustainable development mountain tourism areas. Smart Agricultural Technology, 8(1), 100475. https://doi.org/10.1016/j.atech.2024.100475. [CrossRef]













| Statistical Fit | Mean | SE | Maximum | 95th percentile |
|---|---|---|---|---|
| Stationary R- squared | 0.021 | 0.140 | 0.981 | 0.027 |
| R -squared | 0.007 | 0.040 | 0.274 | 0.027 |
| RMSE | 25303.099 | 69640.544 | 304954.426 | 253685.368 |
| Mapei | 447,030 | 524,142 | 2584,671 | 1584,081 |
| MaxAPE | 4088,398 | 5043.819 | 22357.053 | 14171.182 |
| MFA | 18909.540 | 52531.483 | 235065.349 | 191081.738 |
| MaxAE | 64359.738 | 175383.026 | 712179.692 | 644758.985 |
| Normalized BIC | 11,442 | 8,577 | 25,453 | 25,087 |
| Model | Estimate | SE | t | Sig. |
|---|---|---|---|---|
| I1.2021-Model_1 | 45590.533 | 15361.125 | 2,968 | .010 |
| I1.2022-Model_2 | 46544.600 | 15647.446 | 2,975 | .010 |
| I2.2021-Model_3 | 3642,933 | 1242,071 | 2,933 | .011 |
| I2.2022-Model_4 | 4366,538 | 1539.132 | 2,837 | .015 |
| I3.2021-Model_5 | 1,697 | .192 | 8,828 | .000 |
| I3.2022-Model_6 | 1,790 | .279 | 6,418 | .000 |
| I4.2021-Model_7 | 1,000 | .000 | . | . |
| I4.2022-Model_8 | 1,000 | .000 | . | . |
| I5.2021-Model_9 | 3013,800 | 1099,372 | 2,741 | .016 |
| I5.2022-Model_10 | 4091,000 | 1565,708 | 2,613 | .023 |
| I6.2021-Model_11 | 61,586 | 19,390 | 3,176 | .007 |
| I6.2022-Model_12 | 66,352 | 22,867 | 2,902 | .014 |
| I7.2021-Model_13 | 2681.133 | 888,389 | 3,018 | .009 |
| I7.2022-Model_14 | 2866,538 | 1066,519 | 2,688 | .020 |
| I8.2021-Model_15 | 6,249 | .494 | 12,637 | .000 |
| I8.2022-Model_16 | 6,305 | .479 | 13,176 | .000 |
| I10.2021-Model_17 | 81,692 | 20,007 | 4,083 | .002 |
| I10.2022-Model_18 | 119,800 | 52,417 | 2,286 | .048 |
| I12.2021-Model_19 | 16,237 | 1,289 | 12,592 | .000 |
| I12.2022-Model_20 | 19,884 | 2,026 | 9,813 | .000 |
| I13.2021-Model_21 | 8,881 | .828 | 10,726 | .000 |
| I13.2022-Model_22 | 9,880 | .912 | 10,831 | .000 |
| I14.2021-Model_23 | 7,355 | .649 | 11,333 | .000 |
| I14.2022-Model_24 | 10,005 | 1,399 | 7,152 | .000 |
| I15.2022-Model_25 | 1,259 | 1,581 | .796 | .441 |
| I16.2021-Model_26 | 195035,000 | 67790.737 | 2,877 | .012 |
| I16.2022-Model_27 | 227685.308 | 84579.125 | 2,692 | .020 |
| I17.2021-Model_28 | 7398.214 | 3121,949 | 2,370 | .034 |
| I17.2022-Model_29 | 9432,333 | 4027.219 | 2,342 | .039 |
| I18.2021-Model_30 | 3,759 | .335 | 11,227 | .000 |
| I18.2022-Model_31 | 3,673 | .455 | 8,071 | .000 |
| I19.2021-Model_32 | 5136.071 | 2281,184 | 2,251 | .042 |
| I19.2022-Model_33 | 7243.231 | 3152.118 | 2,298 | .040 |
| I20.2021-Model_34 | 8962,643 | 3170,816 | 2,827 | .014 |
| I20.2022-Model_35 | 9655,750 | 3895,591 | 2,479 | .031 |
| I21.2021-Model_36 | 6307.385 | 2499,732 | 2,523 | .027 |
| I21.2022-Model_37 | 6747.462 | 2664,882 | 2,532 | .026 |
| I22.2021-Model_38 | 2,820 | .311 | 9,081 | .000 |
| I22.2022-Model_39 | 3,709 | .542 | 6,839 | .000 |
| I23.2021-Model_40 | 4,669 | .344 | 13,583 | .000 |
| I23.2022-Model_41 | 4,513 | .346 | 13,039 | .000 |
| I24.2021-Model_42 | 37,032 | 6,935 | 5,340 | .000 |
| I25.2021-Model_44 | 153193.733 | 53674.479 | 2,854 | .013 |
| I25.2022-Model_45 | 183170.692 | 68720.140 | 2,665 | .021 |
| I26.2021-Model_46 | .610 | .245 | 2,495 | .028 |
| I26.2022-Model_47 | 6512,545 | 3076,317 | 2,117 | .060 |
| I27.2021-Model_48 | 2709,583 | 1491,393 | 1,817 | .097 |
| I27.2022-Model_49 | 3806.917 | 1839,800 | 2,069 | .063 |
| I28.2021-Model_50 | 49,818 | 6,363 | 7,829 | .000 |
| I28.2022-Model_51 | 54,264 | 5,638 | 9,624 | .000 |
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