Low Season Growth Research collects LSG data notes, methodology and free planning tools for independent hotels, B&Bs and hospitality professionals.
The focus is seasonality, weak-date demand, direct bookings and commercial planning. Research notes identify the underlying public source, distinguish official data from LSG calculations and include citation guidance.
How to cite Low Season Growth research
Research Note 01
European Tourism Seasonality 2026: Peak vs Quiet Months
LSG uses Eurostat accommodation data to compare how strongly selected European tourism markets concentrate annual demand in their busiest months relative to their weakest months.
Original LSG metric: Peak-to-Trough Concentration Gap.
Research Note 02
International Tourism Is Growing Faster Than Domestic Demand in Europe
Eurostat data for the first half of 2026 shows international tourism nights growing faster than domestic nights. The note examines the implications for source markets, direct-booking strategy and weak-period planning.
Updated 29 September 2026: a separate regional demand section using annual 2024 Eurostat data explains why destination-level and property-level checks matter. The original 2026 figures and CSV remain unchanged.
Research Note 03
Caribbean Low Season 2026: RevPAR Gap and South American Demand
Using published CHTA / Amadeus figures, LSG examines the reported gap between Caribbean high- and low-season RevPAR and the role of growing South American source-market demand outside traditional peak periods.
Research Note 04
Japan Tourism 2026: Aggregate Cooling, Source-Market Divergence
Official JNTO data shows August inbound arrivals declining overall while 14 source markets still set August records. LSG combines those figures with Japan Tourism Agency accommodation data to illustrate why aggregate demand and individual source markets can move differently.
Free planning tool
Weak-Date Revenue Gap Calculator
Estimate the additional occupied room nights and indicative room revenue between current and target occupancy for one weak period.
Methodology
Read the Low Season Growth Research Methodology for data-source principles, formula definitions, interpretation guidance, limitations and corrections policy.
Named LSG methods and version history
The LSG Method Registry records public versions, provenance and canonical references for Low Season Growth frameworks, metrics and decision-support tools, including the Weak-Date Diagnostic, Peak-to-Trough Concentration Gap, LSG Lift and LSG Intelligence.
Case-study measurement protocol
The LSG Weak-Date Case Study Protocol v1.0 defines the comparable fields used to document baseline, diagnosis, actions, commercial signals, bookings, cancellations and completed stays across future cases.
Evidence status and public record
The LSG Evidence Ledger separates published research, registered methods, open research, beta systems and mature approved case studies so they are not presented as equivalent evidence.
For journalists and analysts
Research may be referenced with attribution to the original Low Season Growth page. For data questions, interviews or underlying calculations, use Research & Media or the Press Kit.
Editorial standard
LSG separates source data, descriptive calculations and commercial interpretation. Proprietary calculations are labelled as Low Season Growth metrics and are not presented as official indicators from the source institution.
Open research repository
Machine-readable data and methodology are available in the public Low Season Growth GitHub research repository.
- Download Research Note 01 data (CSV)
- Download Research Note 02 data (CSV)
- Download Research Note 03 data (CSV)
- Download Research Note 04 data (CSV)
- View public research methodology
Machine-readable feeds
- Insights Atom feed
- Research index (JSON)
- Research data package metadata (JSON)
- DCAT catalog (JSON-LD)
Stable research snapshots
Current frozen package: version 1.1 — research-v1.1.
v1.1 SHA-256 checksums · v1.1 version metadata
Previous snapshot: research-v1.0.
Industry benchmark — recruitment open
100-Property Low Season Benchmark 2026
LSG is recruiting independent hotels, B&Bs, guesthouses and hospitality professionals to contribute comparable real-world signals about weak-demand periods. The target is 100 participants; the final report will disclose the actual usable sample rather than treating the recruitment target as achieved.
Questionnaire, methodology and response schema on GitHub
International access
Short research summaries are available in 日本語, Español, Français, Deutsch, Português, 中文, العربية, हिन्दी and 한국어. The English research pages remain the canonical source for methodology, references and downloadable datasets.
Research feed
Subscribe to the Low Season Growth Research RSS feed or use the machine-readable research index.
Global Evidence Map & Media Data Pack
Global Low-Season Evidence Map 2026 connects the public Europe, Caribbean and Japan evidence without forcing unlike metrics into a ranking.
Media Data Pack 2026 contains eight reusable charts for journalists, analysts and hospitality professionals.
Persistent research identifiers
Low Season Growth maintains a public registry of DOI identifiers for its Research Notes and archived datasets.
LSG Intelligence Beta
LSG Intelligence Beta applies Low Season Growth’s weak-date research and commercial frameworks to a structured decision-support workflow for independent hotels. Read the beta introduction.