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The phrase "although it contributes significantly" is correct and usable in written English.
You can use it to introduce a contrasting idea or to acknowledge a positive aspect while presenting a different perspective or limitation.
Example: "The new policy has been effective in reducing costs, although it contributes significantly to employee dissatisfaction."
Alternatives: "even though it plays a major role" or "despite its substantial contribution".
Exact(1)
This debate assumes that endless growth in air traffic is desirable and inevitable, although it contributes significantly to climate change.
Similar(59)
Although China has a relatively low prevalence of LBW, it contributes significantly to the overall number of LBW worldwide given its large population size [ 39.].
Although TCM may be reversible or self-limiting, it contributes significantly to morbidity and mortality after SAH, especially when it is combined with other neurogenic injuries, such as flash pulmonary edema and cardiogenic shock [ 3].
We show that, although transcriptional regulation provides only modest resistance relative to fork stabilization, it contributes significantly to cell survival.
Although window is the main medium for the lighting of the building, it contributes significantly in the building's energy consumption, either commercial or residential.
But although desire discrepancy is known to negatively affect overall sexual and relationship satisfaction, very little else is understood about it, such as whether it contributes significantly to infidelity or breakups.
It contributes significantly to the country's positive export/import balance.
It contributes significantly to mutagenesis.
"It contributes significantly to a cycle of poverty.
But many believe it contributed significantly to the Asian financial crisis of 1997.
Thus, she concludes, it "contributed significantly to the Chicago School crusade death toll".
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com