Yes, it is completely possible for your partner to receive back the full amount withheld for Ohio Taxes.
For 2019 for someone filing as Single the first $21,750 of income is not charged tax for Ohio.
If your partner's taxable income was below that amount then they would receive the full amount of Ohio tax withheld back.
Ohio Individual Income Tax Rates
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