WASHINGTON—The Obama administration is moving to rein in the influence of tax-exempt groups in elections by creating rules to restrict their spending on a wide range of campaign-related activities.

Rules proposed Tuesday could at once help to curb the explosion in political spending by nonprofit groups, such as conservative heavyweight Crossroads GPS and the liberal Priorities USA, while setting clearer standards that could help the government avoid future dust-ups with politically active nonprofit organizations.

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