eprintid: 10158627 rev_number: 7 eprint_status: archive userid: 699 dir: disk0/10/15/86/27 datestamp: 2022-11-08 17:28:01 lastmod: 2022-11-08 17:28:01 status_changed: 2022-11-08 17:28:01 type: article metadata_visibility: show sword_depositor: 699 creators_name: Reynolds, James P creators_name: Hobson, Alice creators_name: Ventsel, Minna creators_name: Pilling, Mark A creators_name: Marteau, Theresa M creators_name: Hollands, Gareth J title: Effect of visualising and re-expressing evidence of policy effectiveness on perceived effectiveness: a population-based survey experiment ispublished: inpress divisions: B14 divisions: J81 divisions: B16 divisions: UCL keywords: policies, acceptability, obesity, nudge, communication note: Copyright © The Author(s), 2022. Published by Cambridge University Press. This is an Open Access article, distributed under the terms of the Creative Commons Attribution licence (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted re-use, distribution and reproduction, provided the original article is properly cited. abstract: Communicating evidence that a policy is effective can increase public support although the effects are small. In the context of policies to increase healthier eating in out-of-home restaurants, we investigate two ways of presenting evidence for a policy's effectiveness: (i) visualising and (ii) re-expressing evidence into a more interpretable form. We conducted an online experiment in which participants were randomly allocated to one of five groups. We used a 2 (text only vs visualisation) × 2 (no re-expression vs re-expression) design with one control group. Participants (n = 4500) representative of the English population were recruited. The primary outcome was perceived effectiveness and the secondary outcome was public support. Evidence of effectiveness increased perceptions of effectiveness (d = 0.14, p < 0.001). There was no evidence that visualising, or re-expressing, changed perceptions of effectiveness (respectively, d = 0.02, p = 0.605; d = −0.02, p = 0.507). Policy support increased with evidence but this was not statistically significant after Bonferroni adjustment (d = 0.08, p = 0.034, α = 0.006). In conclusion, communicating evidence of policy effectiveness increased perceptions that the policy was effective. Neither visualising nor re-expressing evidence increased perceived effectiveness of policies more than merely stating in text that the policy was effective. date: 2022-10-19 date_type: published publisher: Cambridge University Press (CUP) official_url: https://doi.org/10.1017/bpp.2022.32 oa_status: green full_text_type: pub language: eng primo: open primo_central: open_green verified: verified_manual elements_id: 1986063 doi: 10.1017/bpp.2022.32 lyricists_name: Hollands, Gareth lyricists_id: GJHOL68 actors_name: Hollands, Gareth actors_id: GJHOL68 actors_role: owner full_text_status: public publication: Behavioural Public Policy issn: 2398-063X citation: Reynolds, James P; Hobson, Alice; Ventsel, Minna; Pilling, Mark A; Marteau, Theresa M; Hollands, Gareth J; (2022) Effect of visualising and re-expressing evidence of policy effectiveness on perceived effectiveness: a population-based survey experiment. Behavioural Public Policy 10.1017/bpp.2022.32 <https://doi.org/10.1017/bpp.2022.32>. (In press). Green open access document_url: https://discovery.ucl.ac.uk/id/eprint/10158627/1/Reynolds20xx%20BPP%20-%20visualising%20policy%20evidence.pdf