Most other countries either tax the profit at the corporate level and then dividends are taxfree, or dividends are distributed taxfree at the corporate level and then taxed at the usual individual income tax rates.
The idea behind the IRS' campaign is that nonprofits should provide a "community benefit" (say, more free charity care) and not behave like their for-profit counterparts if they want to keep their tax-exempt status.