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Retirement Plans (Fair Value of Plan Assets by Fair Value Level) (Details) - Pension Plan - USD ($)
Dec. 31, 2016
Dec. 31, 2015
Dec. 31, 2014
Defined Benefit Plan Disclosure [Line Items]      
Fair value of plan assets $ 132,751,000 $ 126,930,000 $ 130,775,000
Fair Value      
Defined Benefit Plan Disclosure [Line Items]      
Fair value of plan assets 132,751,000 126,930,000  
Quoted Prices In Active Markets for Identical Assets (Level 1)      
Defined Benefit Plan Disclosure [Line Items]      
Fair value of plan assets 130,442,000 120,561,000  
Significant Other Observable Inputs (Level 2)      
Defined Benefit Plan Disclosure [Line Items]      
Fair value of plan assets 2,309,000 6,369,000  
Significant Unobservable Inputs (Level 3)      
Defined Benefit Plan Disclosure [Line Items]      
Fair value of plan assets 0 0  
Cash | Fair Value      
Defined Benefit Plan Disclosure [Line Items]      
Fair value of plan assets 2,825,000 354,000  
Cash | Quoted Prices In Active Markets for Identical Assets (Level 1)      
Defined Benefit Plan Disclosure [Line Items]      
Fair value of plan assets 2,825,000 354,000  
Cash | Significant Other Observable Inputs (Level 2)      
Defined Benefit Plan Disclosure [Line Items]      
Fair value of plan assets 0 0  
Cash | Significant Unobservable Inputs (Level 3)      
Defined Benefit Plan Disclosure [Line Items]      
Fair value of plan assets 0 0  
U.S. large- and mid-cap stocks      
Defined Benefit Plan Disclosure [Line Items]      
Minimum market capitalization for investments 3,000,000,000    
U.S. large- and mid-cap stocks | Fair Value      
Defined Benefit Plan Disclosure [Line Items]      
Fair value of plan assets 55,389,000 55,709,000  
U.S. large- and mid-cap stocks | Quoted Prices In Active Markets for Identical Assets (Level 1)      
Defined Benefit Plan Disclosure [Line Items]      
Fair value of plan assets 55,389,000 55,709,000  
U.S. large- and mid-cap stocks | Significant Other Observable Inputs (Level 2)      
Defined Benefit Plan Disclosure [Line Items]      
Fair value of plan assets 0 0  
U.S. large- and mid-cap stocks | Significant Unobservable Inputs (Level 3)      
Defined Benefit Plan Disclosure [Line Items]      
Fair value of plan assets 0 0  
U.S. small-cap mutual funds | Fair Value      
Defined Benefit Plan Disclosure [Line Items]      
Fair value of plan assets 5,687,000 4,749,000  
U.S. small-cap mutual funds | Quoted Prices In Active Markets for Identical Assets (Level 1)      
Defined Benefit Plan Disclosure [Line Items]      
Fair value of plan assets 5,687,000 4,749,000  
U.S. small-cap mutual funds | Significant Other Observable Inputs (Level 2)      
Defined Benefit Plan Disclosure [Line Items]      
Fair value of plan assets 0 0  
U.S. small-cap mutual funds | Significant Unobservable Inputs (Level 3)      
Defined Benefit Plan Disclosure [Line Items]      
Fair value of plan assets 0 0  
International large-cap mutual funds | Fair Value      
Defined Benefit Plan Disclosure [Line Items]      
Fair value of plan assets 13,701,000 14,124,000  
International large-cap mutual funds | Quoted Prices In Active Markets for Identical Assets (Level 1)      
Defined Benefit Plan Disclosure [Line Items]      
Fair value of plan assets 13,701,000 14,124,000  
International large-cap mutual funds | Significant Other Observable Inputs (Level 2)      
Defined Benefit Plan Disclosure [Line Items]      
Fair value of plan assets 0 0  
International large-cap mutual funds | Significant Unobservable Inputs (Level 3)      
Defined Benefit Plan Disclosure [Line Items]      
Fair value of plan assets 0 0  
Emerging markets mutual funds | Fair Value      
Defined Benefit Plan Disclosure [Line Items]      
Fair value of plan assets 5,147,000 4,886,000  
Emerging markets mutual funds | Quoted Prices In Active Markets for Identical Assets (Level 1)      
Defined Benefit Plan Disclosure [Line Items]      
Fair value of plan assets 5,147,000 4,886,000  
Emerging markets mutual funds | Significant Other Observable Inputs (Level 2)      
Defined Benefit Plan Disclosure [Line Items]      
Fair value of plan assets 0 0  
Emerging markets mutual funds | Significant Unobservable Inputs (Level 3)      
Defined Benefit Plan Disclosure [Line Items]      
Fair value of plan assets 0 0  
Chemical Financial Corporation common stock | Fair Value      
Defined Benefit Plan Disclosure [Line Items]      
Fair value of plan assets 11,412,000 7,219,000  
Chemical Financial Corporation common stock | Quoted Prices In Active Markets for Identical Assets (Level 1)      
Defined Benefit Plan Disclosure [Line Items]      
Fair value of plan assets 11,412,000 7,219,000  
Chemical Financial Corporation common stock | Significant Other Observable Inputs (Level 2)      
Defined Benefit Plan Disclosure [Line Items]      
Fair value of plan assets 0 0  
Chemical Financial Corporation common stock | Significant Unobservable Inputs (Level 3)      
Defined Benefit Plan Disclosure [Line Items]      
Fair value of plan assets 0 0  
U.S. Treasury and government sponsored agency bonds and notes | Fair Value      
Defined Benefit Plan Disclosure [Line Items]      
Fair value of plan assets 806,000 2,815,000  
U.S. Treasury and government sponsored agency bonds and notes | Quoted Prices In Active Markets for Identical Assets (Level 1)      
Defined Benefit Plan Disclosure [Line Items]      
Fair value of plan assets 0 0  
U.S. Treasury and government sponsored agency bonds and notes | Significant Other Observable Inputs (Level 2)      
Defined Benefit Plan Disclosure [Line Items]      
Fair value of plan assets 806,000 2,815,000  
U.S. Treasury and government sponsored agency bonds and notes | Significant Unobservable Inputs (Level 3)      
Defined Benefit Plan Disclosure [Line Items]      
Fair value of plan assets 0 0  
Corporate bonds | Fair Value      
Defined Benefit Plan Disclosure [Line Items]      
Fair value of plan assets 1,503,000 3,554,000  
Corporate bonds | Quoted Prices In Active Markets for Identical Assets (Level 1)      
Defined Benefit Plan Disclosure [Line Items]      
Fair value of plan assets 0 0  
Corporate bonds | Significant Other Observable Inputs (Level 2)      
Defined Benefit Plan Disclosure [Line Items]      
Fair value of plan assets 1,503,000 3,554,000  
Corporate bonds | Significant Unobservable Inputs (Level 3)      
Defined Benefit Plan Disclosure [Line Items]      
Fair value of plan assets 0 0  
Mutual funds | Fair Value      
Defined Benefit Plan Disclosure [Line Items]      
Fair value of plan assets 36,220,000 33,424,000  
Mutual funds | Quoted Prices In Active Markets for Identical Assets (Level 1)      
Defined Benefit Plan Disclosure [Line Items]      
Fair value of plan assets 36,220,000 33,424,000  
Mutual funds | Significant Other Observable Inputs (Level 2)      
Defined Benefit Plan Disclosure [Line Items]      
Fair value of plan assets 0 0  
Mutual funds | Significant Unobservable Inputs (Level 3)      
Defined Benefit Plan Disclosure [Line Items]      
Fair value of plan assets 0 0  
Other | Fair Value      
Defined Benefit Plan Disclosure [Line Items]      
Fair value of plan assets 61,000 96,000  
Other | Quoted Prices In Active Markets for Identical Assets (Level 1)      
Defined Benefit Plan Disclosure [Line Items]      
Fair value of plan assets 61,000 96,000  
Other | Significant Other Observable Inputs (Level 2)      
Defined Benefit Plan Disclosure [Line Items]      
Fair value of plan assets 0 0  
Other | Significant Unobservable Inputs (Level 3)      
Defined Benefit Plan Disclosure [Line Items]      
Fair value of plan assets $ 0 $ 0