Introduction

This page provides a comprehensive analysis of the known insider trading history of Jonathan Lum. Insiders are officers, directors, or significant investors in a company. It is illegal for insiders to make trades in their companies based on specific, non-public information. This does not mean it is illegal for them to make any trades in their own companies. However, they must report all trades to the SEC via a Form 4. Despite these restrictions, academic research suggests that insiders - in general - tend to outperform the market in their own companies.

Average Trade Profitability

The average trade profitability is the average return of all the open market purchases made by the insider in the last three years. To calculate this, we examine every open-market, unplanned purchase made by the insider, excluding all trades that were marked as part of a 10b5-1 trading plan. We then calculate the average performance of those trades over 3, 6, and 12 months, averaging each of those durations to generate a final performance metric for each trade. Finally, we average all of the performance metrics to calculate a performance metric for the insider. This list only includes insiders that have made at least three trades in the last two years.

If this insiders trade profitability is "N/A", then the insider either has not made any open-market purchases in the last three years, or the trades they’ve made are too recent to calculate a reliable performance metric.

Update Frequency: Daily

See the list of most profitable insider traders.

Companies with Reported Insider Positions

The SEC filings indicate Jonathan Lum has reported holdings or trades in the following companies:

Security Title Latest Reported Holdings
US:CACC / Credit Acceptance Corporation Chief Operating Officer 31,493
How to Interpret the Charts

The following charts show the stock performance of securities subsequent to each open-market, non-planned trade made by Jonathan Lum. Non-planned trade are trades that were not made as part of a 10b5-1 trading plan. The stock performance is charted as cumulative percent change in share price. For example, if an insider trade was made on January 1, 2019, the chart will show the daily percent change of the security to the present day. If the share price were to go from $10 to $15 during this time, the cumulative percent change in share price would be 50%. A change in price from $10 to $20 would be 100%, and a change in price of $10 to $5 would be -50%.

Ultimately, we are trying to determine how closely the insider’s trades correlate to excess returns (positive or negative) in the share price in order to see if the insider is timing their trades to profit from insider information. Consider the situation where an insider was doing this. In this situation, we would expect either (a) positive returns after purchases, or (b) negative returns after sales. In the case of (a), the PURCHASE chart would show a series of upwardly sloping curves, indicating positive returns after each purchase transaction. In the case of (b), the SALE chart would show a series of downward sloping curves, indicating negative returns after each sale transaction.

However, this alone is not enough to draw conclusions. If, for example, the share price of the company was in a non-cyclical climb over many years, then we would expect all the post-purchase plots to be upwardly sloping. Likewise, non-cyclical declines over many years would result in downward sloping post-trade plots. Neither of these charts would suggest insider trading activity.

The strongest indicator would be a situation where the share price was extremely cyclical, and there were both positive signals in the PURCHASE chart and negative plots on the SALE chart. This situation would be highly suggestive of an insider that was timing trades to their financial advantage.

Insider Trading History

This table shows the complete list of insider trades made by Jonathan Lum as disclosed to the Securities Exchange Commission (SEC).

File Date Tran Date Form Ticker Security Code 10b5-1 Shares Remaining Shares Percent
Change
Share
Price
Tran
Value
Remaining
Value
2025-08-27 2025-08-25 4 CACC CREDIT ACCEPTANCE CORP
Common Stock
S - Sale -11 31,493 -0.03 518.39 -5,702 16,325,656
2025-08-27 2025-08-25 4 CACC CREDIT ACCEPTANCE CORP
Common Stock
S - Sale -229 31,504 -0.72 517.31 -118,464 16,297,334
2025-08-27 2025-08-25 4 CACC CREDIT ACCEPTANCE CORP
Common Stock
S - Sale -535 31,733 -1.66 516.57 -276,365 16,392,316
2025-08-27 2025-08-25 4 CACC CREDIT ACCEPTANCE CORP
Common Stock
S - Sale -443 32,268 -1.35 515.47 -228,353 16,633,186
2025-08-27 2025-08-25 4 CACC CREDIT ACCEPTANCE CORP
Common Stock
S - Sale -659 32,711 -1.97 514.44 -339,016 16,827,847
2025-08-27 2025-08-25 4 CACC CREDIT ACCEPTANCE CORP
Common Stock
S - Sale -971 33,370 -2.83 513.33 -498,443 17,129,822
2025-08-27 2025-08-25 4 CACC CREDIT ACCEPTANCE CORP
Common Stock
S - Sale -1,064 34,341 -3.01 512.24 -545,023 17,590,834
2025-08-27 2025-08-25 4 CACC CREDIT ACCEPTANCE CORP
Common Stock
S - Sale -494 35,405 -1.38 510.90 -252,385 18,088,414
2025-08-27 2025-08-25 4 CACC CREDIT ACCEPTANCE CORP
Common Stock
S - Sale -982 35,899 -2.66 509.79 -500,614 18,300,951
2025-08-27 2025-08-25 4 CACC CREDIT ACCEPTANCE CORP
Common Stock
S - Sale -612 36,881 -1.63 508.69 -311,318 18,760,996
2025-08-27 2025-08-25 4 CACC CREDIT ACCEPTANCE CORP
Common Stock
M - Exercise 6,000 37,493 19.05 333.94 2,003,640 12,520,412
2024-12-19 2024-12-17 4 CACC CREDIT ACCEPTANCE CORP
Common Stock
S - Sale -552 31,493 -1.72 489.90 -270,425 15,428,421
2024-12-05 2024-12-03 4 CACC CREDIT ACCEPTANCE CORP
Common Stock
A - Award 23,884 32,045 292.66
2024-03-19 2024-03-15 4 CACC CREDIT ACCEPTANCE CORP
Common Stock
S - Sale -200 8,161 -2.39 551.10 -110,220 4,497,527
2024-03-19 2024-03-15 4 CACC CREDIT ACCEPTANCE CORP
Common Stock
S - Sale -2,300 8,361 -21.57 549.57 -1,264,011 4,594,955
2024-03-19 2024-03-15 4 CACC CREDIT ACCEPTANCE CORP
Common Stock
M - Exercise 2,500 10,661 30.63 333.94 834,850 3,560,134
2023-02-01 2023-01-30 4 CACC CREDIT ACCEPTANCE CORP
Common Stock
F - Taxes -1,399 8,161 -14.63 448.75 -627,801 3,662,249
2021-11-05 2021-11-03 4 CACC CREDIT ACCEPTANCE CORP
Common Stock
S - Sale -63 9,560 -0.65 678.67 -42,756 6,488,085
2021-11-05 2021-11-03 4 CACC CREDIT ACCEPTANCE CORP
Common Stock
S - Sale -100 9,623 -1.03 675.28 -67,528 6,498,219
2021-11-05 2021-11-03 4 CACC CREDIT ACCEPTANCE CORP
Common Stock
S - Sale -278 9,723 -2.78 674.46 -187,500 6,557,775
2021-11-05 2021-11-03 4 CACC CREDIT ACCEPTANCE CORP
Common Stock
S - Sale -412 10,001 -3.96 673.42 -277,449 6,734,873
2021-11-05 2021-11-03 4 CACC CREDIT ACCEPTANCE CORP
Common Stock
S - Sale -750 10,413 -6.72 670.34 -502,755 6,980,250
2021-11-05 2021-11-03 4 CACC CREDIT ACCEPTANCE CORP
Common Stock
S - Sale -100 11,163 -0.89 670.00 -67,000 7,479,210
2021-11-05 2021-11-03 4 CACC CREDIT ACCEPTANCE CORP
Common Stock
S - Sale -100 11,263 -0.88 669.15 -66,915 7,536,636
2021-11-05 2021-11-03 4 CACC CREDIT ACCEPTANCE CORP
Common Stock
S - Sale -542 11,363 -4.55 667.74 -361,915 7,587,530
2021-11-05 2021-11-03 4 CACC CREDIT ACCEPTANCE CORP
Common Stock
S - Sale -300 11,905 -2.46 665.85 -199,755 7,926,944
2021-11-05 2021-11-03 4 CACC CREDIT ACCEPTANCE CORP
Common Stock
G - Gift -250 12,205 -2.01
2021-11-05 2021-09-07 4 CACC CREDIT ACCEPTANCE CORP
Common Stock
I - Other -353 0 -100.00 645.57 -227,886
2021-02-02 2021-01-29 4 CACC CREDIT ACCEPTANCE CORP
Common Stock
F - Taxes -59 12,455 -0.47 385.77 -22,760 4,804,765
2021-02-02 2021-01-29 4 CACC CREDIT ACCEPTANCE CORP
Common Stock
A - Award 1,300 12,514 11.59
2021-01-04 2020-12-30 4 CACC CREDIT ACCEPTANCE CORP
Employee Stock Option (right to buy)
A - Award 40,000 40,000
2020-01-31 2020-01-29 4 CACC CREDIT ACCEPTANCE CORP
Common Stock
F - Taxes -46 11,214 -0.41 461.53 -21,230 5,175,597
2020-01-31 2020-01-29 4 CACC CREDIT ACCEPTANCE CORP
Common Stock
A - Award 1,000 11,260 9.75
2019-05-24 3 CACC CREDIT ACCEPTANCE CORP
Common Stock
20,839
2019-05-24 3 CACC CREDIT ACCEPTANCE CORP
Common Stock
10,898
2019-05-24 3 CACC CREDIT ACCEPTANCE CORP
Common Stock
20,839
2019-05-24 3 CACC CREDIT ACCEPTANCE CORP
Common Stock
10,898
2019-05-24 3 CACC CREDIT ACCEPTANCE CORP
Common Stock
20,839
2019-05-24 3 CACC CREDIT ACCEPTANCE CORP
Common Stock
10,898
P
Open market or private purchase of non-derivative or derivative security
S
Open market or private sale of non-derivative or derivative security
A
Grant, award, or other acquisition of securities from the company (such as an option)
C
Conversion of derivative
D
Sale or transfer of securities back to the company
F
Payment of exercise price or tax liability using portion of securities received from the company
G
Gift of securities by or to the insider
K
Equity swaps and similar hedging transactions
M
Exercise or conversion of derivative security received from the company (such as an option)
V
A transaction voluntarily reported on Form 4
J
Other (accompanied by a footnote describing the transaction)