Three in five homes in Pembrokeshire have been given an energy efficiency rating of 'D' or below, figures show.
An environmental charity has said there has never been a stronger case for retrofitting inefficient homes.
Houses and other buildings are given an efficiency rating of A to G, based on numerous factors – such as levels of insulation, the type of central heating used, and how modern the building's lightbulbs are.
Figures from the Office for National Statistics show 62% of households in Pembrokeshire were living in homes with a rating of 'D' or below as of March.
The average energy efficiency rating for the area is 64 out of 100 – below the average of 66 across Wales.
Ratings are generally only given when homes are bought, sold or rented – with these figures only for homes that have received ratings in the past 10 years.
Mike Childs, head of policy at Friends of the Earth, said: "With households expected to struggle with high energy bills for years to come, the case for ending the nation’s heat-leaking homes scandal has never been stronger."
He urged the Government to introduce a "street-by-street" insulation programme for homes, with a focus on those most in need.
"This would not only slash bills, it would also boost energy security and massively cut UK emissions of planet-warming pollution," he added.
The figures further show the average home in Pembrokeshire produced an estimated 3.9 tonnes of carbon dioxide in the year to March.
Older homes are overwhelmingly less efficient than newer ones – just 13% of homes built before 1930 were in the top three rating bands, compared to 97% of homes built in the past year.
Energy poverty charity National Energy Action said the most deprived families are hardest hit by poor energy efficiency.
Peter Smith, director of policy and advocacy at the charity said: "The UK Government promised a fair and affordable transition so the most vulnerable are not left in cold, living in expensive to heat homes.
"Yet there has been glacial progress to meet the Government’s legal requirements to bring all fuel poor homes in England up to a reasonable standard of energy efficiency by the end of this decade."
In 2014, the Government set a target of bringing as many fuel-poor homes up to band C as possible by the end of 2030.
A spokesperson for the Department for Energy Security and Net Zero said: "We have allocated over £12 billion in energy efficiency and low carbon heating during this Parliament, with a further £7.5 billion being made available from 2025 to 2028, to help create homes fit for the future, provide long-term funding certainty for industry and grow supply chains to scale up the delivery over time."
"An additional 300,000 of the UK’s least energy efficient homes are also in line for improvement under the new Great British Insulation Scheme – helping to heat homes and save families money on their bills," they added.