Gemini view of Tourism Tax surveys

Gemini

The provided documents are two separate surveys—one for businesses and one for citizens—in Dumfries & Galloway regarding the potential introduction of a visitor levy (sometimes called a tourist tax). Both surveys exhibit a clear pro-levy bias in their framing and presentation of information.

Identified Bias and Reasoning

The primary bias in both the business and citizen surveys is a framing bias that subtly steers the respondent toward acceptance of the visitor levy.

Reasoning for Bias

The documents present a narrative that minimizes potential downsides and highlights benefits, often by using comparisons or language that normalizes or justifies the levy.

Normalisation and Justification:

The Business Survey states: "Similar visitor taxes are already common across Europe and the US." (Introduction) and provides context that Edinburgh, Glasgow, and Aberdeen have decided on rates, with Aberdeen's being as high as 7% (Q10).

The Citizen Survey states: "Many European cities already have this tax in place" (Pre-Q9).

Why it's a bias: By immediately stating that this is a "common" and "similar" practice in other desirable locations, the survey makes the levy seem like a standard, globally accepted measure rather than a controversial or potentially detrimental new tax. The high rates in other Scottish cities (5% and 7%) are used as a benchmark, which subtly makes the proposed lower rates (e.g., 1-4%) seem more palatable or reasonable in comparison.

Highlighting Benefits and Softening the Cost:

Both surveys state the money "would be used to improve services and facilities which are substantially for visitors (many of which are also enjoyed by local residents)" (Pre-Q7/Q13). The objectives section (Q19/Q18) is entirely positive, focusing on growing the economy, protecting infrastructure, and delivering "long-term collective benefit."

Why it's a bias: The description of how the money will be spent is entirely positive, suggesting only an improved experience. There is no counter-balancing information about potential negatives, such as the risk of discouraging visitors, decreasing competitiveness against other areas without a levy, or the increased administrative burden on local businesses. The mention that the money benefits "local residents" is a deliberate persuasive tactic to secure citizen support, even though the core purpose is for visitor services.

Use of an Example from a High-Income Area:

Both documents mention: "To provide some context Highland council are forecasting income of around £10m per year from a 5% visitor levy." (Pre-Q7/Q13).

Why it's a bias: The Highland Council is a much larger and higher-profile tourism area than Dumfries & Galloway. Providing this high figure (\text{£10m}) serves to make the potential revenue seem significant and worthwhile, effectively communicating a large-scale potential benefit without mentioning the difference in scale, visitor volume, or impact compared to Dumfries & Galloway. It associates the levy with a successful, aspirational tourism region.

Incentivisation for Citizens (Citizen Survey Only):

The citizen survey offers entry into a prize draw for a hamper of local produce.

Why it's a bias: This is a small but clear incentive to participate. While market research often uses incentives, in a politically sensitive consultation, it may disproportionately attract people who are less opposed, or it can be seen as an attempt to influence participation rates or overall goodwill toward the council's effort, which is the levy itself.

Directional Impact of the Bias

The identified bias is designed to direct its audience toward an overall positive or acquiescent view of the visitor levy's introduction.

For Businesses: The bias directs businesses to focus on the potential reinvestment benefits (better infrastructure, promotion, grants) and the inevitability of the levy (since 'everyone else is doing it'), rather than lobbying for its complete rejection. The structure encourages them to focus on design elements (rate, cap, exemptions) that make it more tolerable, shifting the conversation from "Should we have a levy?" to "How do we best design the levy?" (e.g., Q10, Q11, Q14).

For Citizens: The bias directs citizens to see the levy as a net positive for their community, a necessary cost of maintaining visitor services, and a standard, non-controversial funding mechanism. The promise that the money will benefit them (local residents) and the incentive of the prize draw encourages a favourable or at least neutral response, ultimately pushing them towards a higher score on the 1-10 "in favour" scale (Q20).