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CONSOLIDATED STATEMENTS OF CASH FLOWS - USD ($) $ in Millions | 12 Months Ended
--- | ---
Dec. 31, 2021 | Dec. 31, 2020 | Dec. 31, 2019
Cash flows from operations: |  |  |
Net income (loss) | $ (321.9) | $ 663.4 | $ 376.6
Adjustments to reconcile net income to net cash used for operations: |  |  |
Net realized and unrealized investment (gains) losses | (134.2) | (30.8) | (253.2)
Realized (gain) loss from the 2019 MediaAlpha Transaction | 0.0 | 0.0 | (67.5)
Amortization of restricted share awards | 14.7 | 16.6 | 10.5
Amortization and depreciation | 63.6 | 43.4 | 29.8
Deferred income tax expense (benefit) | 28.8 | (36.2) | 24.8
Net (gain) loss from sale of discontinued operations, net of tax | (18.7) | 2.3 | (0.8)
Other operating items: |  |  |
Net change in reinsurance recoverables | (15.1) | 0.0 | 0.0
Net change in insurance premiums receivable | (179.3) | 0.0 | 0.0
Net change in commissions receivable | (7.4) | (3.1) | (26.8)
Net change in ceded unearned premiums | 103.1 | 0.0 | 0.0
Net change in loss and loss adjustment expense reserves | 198.7 | 0.0 | 0.0
Net change in premiums payable | 12.8 | 1.8 | 25.1
Net change in unearned insurance premiums | 198.6 | 39.1 | 35.8
Net change in deferred acquisition costs | (41.8) | (5.8) | (3.1)
Net change in reinsurance payable | (104.2) | 0.0 | 0.0
Net change in restricted cash | 15.3 | 22.1 | 6.3
Net change in investments in Kudu Participation Contracts | (178.9) | (118.3) | (118.4)
Net change in other assets and liabilities, net | 24.2 | 30.9 | 20.4
Net cash provided from (used for) operations | 38.6 | (60.6) | (120.5)
Cash flows from investing activities: |  |  |
Net change in short-term investments | 54.3 | 58.7 | 21.9
Sales of fixed maturity investments | 283.6 | 390.0 | 334.3
Maturities, calls and paydowns of fixed maturity investments | 199.0 | 180.4 | 119.3
Sales of common equity securities | 176.8 | 787.9 | 467.2
Distributions and redemptions of other long-term investments and settlements of forward contracts | 106.4 | 69.9 | 29.4
Purchases of other long-term investments | (218.0) | (76.8) | (177.7)
Purchases of common equity securities | (203.4) | (33.8) | (29.8)
Purchases of fixed maturity and convertible investments | (1,216.7) | (537.7) | (539.2)
Purchases of consolidated subsidiaries, net of cash acquired of $52.2, $13.4, and $12.8 and including restricted cash of $0.0, $8.4, $0.0 | (39.1) | (127.3) | (258.0)
Release of cash pre-funded/placed in escrow for Ark Transaction | 646.3 | (646.3) | 0.0
Other investing activities, net | 2.5 | (0.4) | (27.3)
Net cash provided from (used for) investing activities | (208.3) | 64.6 | (59.9)
Cash flows from financing activities: |  |  |
Draw down of debt and revolving lines of credit | 436.7 | 84.6 | 206.4
Repayment of debt and revolving lines of credit | (154.7) | (4.5) | (22.9)
Cash dividends paid to the Company’s common shareholders | (3.1) | (3.2) | (3.2)
Acquisition of subsidiary shares by non-controlling interest shareholders | 6.5 | 0.0 | 0.0
Common shares repurchased | (100.1) | (78.5) | 0.0
Acquisition of subsidiary shares from non-controlling interest shareholders | (0.4) | (0.5) | (21.1)
Proceeds from issuance of shares to non-controlling interest shareholders | 0.0 | 0.0 | 62.7
Net contributions from non-controlling interest shareholders | 1.5 | 1.7 | (26.2)
Contingent considerations related to acquisition of subsidiaries | 0.0 | (7.0) | (7.6)
Capital contributions from BAM members | 62.2 | 68.9 | 54.6
Fidus Re premium payments | (8.8) | (3.0) | (3.0)
Other financing activities, net | (22.2) | (9.5) | (9.2)
Net cash provided from (used for) financing activities | 217.6 | 49.0 | 230.5
Effect of exchange rate changes on cash | 0.2 | (2.8) | 0.6
Net change in cash during the period - continuing operations, including the effect of exchange rate changes | 48.1 | 50.2 | 50.7
Cash balance at beginning of year | 211.2 | 161.0 | 110.3
Cash balance at end of year | 259.3 | 211.2 | 161.0
MediaAlpha |  |  |
Adjustments to reconcile net income to net cash used for operations: |  |  |
Net realized and unrealized investment (gains) losses from MediaAlpha | $ 380.3 | $ (686.0) | $ (180.0)

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