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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 3a.

Example of calculating the PPG score for a vaccine confidence boosting belief

Belief: “If I get the vaccine, I will help protect other vulnerable people in my community.”
Strong believers (=Strong agree/somehow agree) Potential believers (=all other responses) Overall Potential Percentage to Gain
Whole sample % Vaccine acceptance = 1 93.5% 28.8% 79.1% PPG = 93.5–79.1 = 14.4%
% Believers in targeted population 77.7% 22.3%
Urban % Vaccine acceptance = 1 94.2% 39.4% 84.5% PPG = 94.2–84.5 = 9.7%
% Believers in targeted population 82.4% 17.6%
Rural % Vaccine acceptance = 1 93.2% 25.3% 75.6% PPG = 93.2–75.6 = 17.6%
% Believers in targeted population 76.6% 23.4%
Clinical staff % Vaccine acceptance = 1 94.3% 28.6% 81.3% PPG = 94.3–81.3 = 13%
% Believers in targeted population 80.2% 19.8%
Non-clinical staff % Vaccine acceptance = 1 92.7% 28.9% 77.1% PPG = 92.7–77.1 = 15.6%
% Believers in targeted population 75.5% 24.5%

Notes. For the whole sample, the conditional probability of being vaccine endorsers (i.e., vaccine acceptance = 1) among the strong believers (i.e., strongly agree or somewhat agree with the belief item) was estimated to be 93.5%. The conditional probability of being vaccine endorsers among the potential believers (i.e., reporting lower levels of agreement with the belief item) was estimated to be 79.1%. 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 93.5%−79.1% = 14.4%.

In this example, the total proportion of strong believers in the whole sample was estimated to be 77.7% and the corresponding estimated proportion for potential believes was 22.3%. 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.