BY Daniel Bampoe
The closely contested National Democratic Congress (NDC) parliamentary primary in Ayawaso East, held on Saturday, February 7, 2026, has evolved into a broader national conversation about the limits of political forecasting, the integrity of internal party democracy, and the growing influence of money in delegate-based elections.
At the center of the debate is Mussa Dankwa, Executive Director of Global InfoAnalytics, whose pre-election prediction model failed to accurately capture the final outcome of the race.
Mussa Dankwa’s forecast had projected Hajia Amina Adam as the likely winner with approximately 50 percent support, followed by Baba Jamal Mohammed Ahmed at 38–41 percent, with the remaining candidates trailing far behind.
The actual results, however, told a different story.
Baba Jamal, Ghana’s High Commissioner to Nigeria, emerged victorious with 431 votes, narrowly defeating Hajia Amina Adam, widow of the late MP Mahama Naser Toure, who polled 399 votes. Mohammed Ramne secured 88 votes, Dr. Yakubu Azindow polled 45 votes, while Najib M. Sani received a single vote.
With over 1,100 accredited delegates participating, 551 votes were required for an outright majority, making Baba Jamal’s victory decisive but not overwhelming.
In a post-election analysis shared on social media, Dankwa acknowledged the deviation between his scientific projections and the actual outcome.
He explained that his Model 1 prediction had a ±3% margin of error, within which some candidates performed as expected, including Dr. Yakubu Azindow and Najib Sani.
However, Baba Jamal exceeded projections by 4% outside the margin of error, while Hajia Amina underperformed by 9%, a variance that Dankwa implied could not be explained by data alone.
In a cryptic but pointed remark, Musa Dankwa concluded:
“As what influence did what we saw had on the results, I leave to you people. It took bribes to defeat science and data.”
The statement has been widely interpreted as an indirect reference to the widespread allegations of vote buying and inducement that characterized the Ayawaso East primary.
In the days leading up to the election, reports emerged of television sets, motorbikes, cash, and food items being distributed to delegates. Social media videos and eyewitness accounts suggested that campaign activities went beyond routine outreach, entering the realm of material inducement.
While party insiders privately admit that all major aspirants engaged in some form of goodwill distribution, the scale and visibility of the gestures in Ayawaso East distinguished the contest from previous internal elections, raising serious questions about the future of delegate-based democracy within the party.
Background and Political Context
The Ayawaso East seat became vacant following the death of Mahama Naser Toure, whose tenure had been marked by grassroots loyalty and strong community ties. His widow, Hajia Amina Adam, entered the race with strong emotional support from party faithful, benefiting from sympathy votes and legacy politics, which initially made her the frontrunner in most internal party assessments.
Baba Jamal, on the other hand, entered the contest with the advantage of political experience, national exposure, and institutional networks, having served in government and as Ghana’s High Commissioner to Nigeria.
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His campaign was built around organization, delegate mobilization, and strategic engagement, rather than sentimental politics alone.
The other contenders — Mohammed Ramne, Dr. Yakubu Azindow, and Najib Sani — struggled to break the dominance of the two leading candidates, reflecting a race that quickly became a two-horse contest.
Science vs Political Reality
For analysts, the election has become a case study in the limits of political modeling in environments shaped by inducements, informal networks, and emotional loyalties.
Dankwa’s model, which relied on structured sampling and statistical margins of error, proved accurate for some candidates but failed to account for last-minute influences, transactional politics, and delegate inducement dynamics.
Political observers argue that the Ayawaso East primary demonstrates a deeper truth about Ghanaian internal party elections: that data, science, and predictive analytics struggle in contexts where financial influence overrides ideological alignment and policy-driven choices.
Implications for the NDC
The outcome has intensified pressure on the NDC leadership to confront the growing perception that money, not merit, increasingly determines internal party contests. With the party publicly promoting governance reforms, accountability, and democratic integrity, the Ayawaso East primary has exposed a credibility gap between rhetoric and reality.
