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. Author manuscript; available in PMC: 2024 Aug 3.
Published in final edited form as: J Health Commun. 2023 Jul 7;28(8):507–525. doi: 10.1080/10810730.2023.2230929

Table 3b.

Example of calculating the PPG score for a vaccine hesitancy fanning belief

Belief: “Vaccination could permanently alter my DNA.
Strong disbelievers (=Strongly disagree/somewhat disagree) Potential disbelievers (=all other responses) Overall
Whole sample % Vaccine acceptance = 1 83.3% 17.0% 79.1% PPG = 83.3–79.1 = 4.2%
% Disbelievers in targeted population 94.8% 5.2%
Urban % Vaccine acceptance = 1 87.0% 12.7% 83.6% PPG = 87.0–83.6 = 3.4%
% Disbelievers in targeted population 95.8% 4.2%
Rural % Vaccine acceptance = 1 80.4% 17.3% 77.0% PPG = 80.4 – 77.0 = 3.4%
% Disbelievers in targeted population 94.3% 5.7%
Clinical staff % Vaccine acceptance = 1 85.6% 8.5% 82.0% PPG = 85.6–82.0 = 3.6%
% Disbelievers in targeted population 95.8% 4.2%
Non-clinical staff % Vaccine acceptance = 1 81.1% 22.6% 76.5% PPG = 81.1–76.5 = 4.6%
% Disbelievers in targeted population 93.9% 6.1%

Notes. For the whole sample, the conditional probability of being vaccine endorsers (i.e., vaccine acceptance = 1) among the strong dis-believers (i.e., strongly disagree or somewhat disagree with the belief item) was estimated to be 83.3%. The conditional probability of being vaccine endorsers among the potential disbelievers (i.e., reporting lower levels of disagreement with the belief item) was estimated to be 17.0%. The marginal probability of being vaccine endorsers in the targeted population—which, in this case referred to the entire sample—was estimated to be 79.1%. Then, for the whole sample, the PPG score was calculated as 83.3%−79.1% = 4.2%.

In this example, the total proportion of strong disbelievers in the whole sample was estimated to be 94.8% and the corresponding estimated proportion for potential disbelieves was 5.2%. These proportions were informative but not necessary for calculating the PPG score. For other sub-groups (urban, rural, clinical staff, non-clinical staff), targeted PPG scores were provided following the same formula.