The best replacement for instrumental variables is fixed effects.

The best alternatives to instrumental variables are rated as following:
★★★★★  fixed effects
★★★  propensity score

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Speaking about instrumental variables, one probably shouldn't forget about fixed effects.

Other search terms related to instrumental variables and their ratings are:
★★★★★ fixed effects
★ panel data
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instrumental variables
fixed effects
propensity score