The Trump Administration's new order states that coarsening shall be the preferred category of disclosure avoidance methods for all statistical products, according to 404media.co. Suppression is permitted only as a last resort, when coarsening is prohibited by law or would substantially defeat the accuracy or usability of a statistical product, also according to 404media.co. Noise infusion, a common and accepted technique for privacy protection that introduces random values to obscure sensitive data, is described by data experts as being restricted under this policy, which they say will handcuff the Census Bureau and limit what information becomes public, according to 404media.co. New public data for redistricting and other uses may be reduced as a result, according to NPR, and the policy change may lead to less reliable data on redistricting, natural disasters, the workforce, housing, and more, according to 404media.co.

Since the first Trump administration, the Republican Party has sought to add a question to the census capturing respondents' immigration status and to exclude noncitizens from the tallies used to distribute seats in Congress, according to wired.com. In 2019, the Supreme Court struck down an attempt by the first Trump administration to add a citizenship question to the census, according to wired.com. President Trump rescinded a Biden Administration executive order that required U.S. House seats to be apportioned based on a count of every person living in the United States, according to commoncause.org. The U.S. census has counted all residents, including noncitizens, since 1790, according to commoncause.org. Article I, section 2 of the Constitution stated that enslaved people were counted as 3/5 of a person until ratification of the Fourteenth Amendment in 1868, according to commoncause.org. The Census 2030 Advisory Committee was disbanded by order of President Donald Trump since March, according to talkingpointsmemo.com.