More than 70 officials and their spouses in central China's Hubei province spent a day in prison this month "as an educational warning", the government-published China Daily reported.
The trip provided them with a chance to meet 15 former government staff currently serving custodial sentences at the institution, it added.
China's ruling Communist party has vowed to crack down on endemic corruption, with several former senior figures placed under investigation in recent years.
But there have not been systemic reforms and critics say that with tight controls on media and the judicial system the campaign is open to being used for factional infighting.
The tours encouraged cadres to "be aware of wrongdoings involving corruption", the CCDI was quoted as saying.
Some Chinese internet users applauded the scheme on Monday, while others reacted with derision, some calling for the trips to be extended.
One poster on Sina Weibo, a microblogging platform similar to Twitter, wrote: "If you carried out a random check on these officials, most of them would belong in prison anyway.
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