Candidate Net Favorability & Approval

Overview

This analysis separates a candidate's personal brand equity from their political party's baseline support. It quantifies how much a specific leader acts as a ceiling or floor for electoral outcomes based on voter sentiment.

What It Does

We track net satisfaction ratings and 'Preferred Leader' head-to-head polling data across major aggregators. The system calculates the divergence between a party's generic ballot numbers and their leader's personal approval to identify drag or lift effects.

Why It Matters

In parliamentary and presidential systems, unpopular leaders historically struggle to win majorities even if their party platform is popular. High negative sentiment creates a hard cap on potential vote share that standard party polling often misses until late in the cycle.

How It Works

The model aggregates raw approval and disapproval numbers to generate a 'Net Favorability' score. It then compares this score against the opposing candidate's metrics and the historical win rates of incumbents with similar ratings at the same point in the election cycle.

Methodology

We utilize a 14-day weighted moving average of net approval ratings (Approve minus Disapprove). We apply a 'Likability-Competence' adjustment where specific polling questions regarding economic competence are weighted 1.5x higher than general likability when predicting general election outcomes.

Edge & Advantage

Most bettors overvalue generic party polling. This pillar identifies value opportunities where a leader's toxic personal ratings suggest a lower vote share than the party baseline implies.

Key Indicators

• Net Satisfaction Score

  high

  Total approval percentage minus total disapproval percentage

• Party-Leader Divergence

  high

  The gap between party voting intention and leader approval

• Preferred PM/President Delta

  medium

  Lead margin over the primary opponent on direct leadership questions

Data Sources

• Major Polling Aggregators

  Raw data from firms like Ipsos, YouGov, and Gallup

• Historical Election Datasets

  Archives comparing past leadership ratings to final vote shares

Example Questions This Pillar Answers

• → Which party will win the UK General Election?
• → Will the incumbent President's approval rating drop below 40%?
• → Who will be the next Conservative Party leader?

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