# Compliance cost

`kaal:entity:compliance-cost`

**Status.** derived

This node is assembled mechanically from the 56 claims that carry the concept tag `compliance-cost`. It is a roster of what the corpus says under this term. It is **not** an adjudicated definition: no single statement here has been ruled canonical, and no first-appearance call has been made. Read the claims and judge for yourself.

## Every claim under this term

56 claims across 8 works, 2012 to 2024.

**2012**

- [2150377-005](https://wulfkaal.github.io/claims/2150377-005) [mechanism/asserted] -- Losing the private adviser exemption imposed a bundle of obligations, disclosure duties and code of ethics requirements on top of inspections and record keeping, and the direct consequence was significantly higher legal fees for hedge funds.
  > Without the private adviser exemption, hedge funds were also faced with disclosure requirements62 and code of ethics requirements63 resulting in significantly higher legal fees.
  Wulf A. Kaal, Hedge Fund Manager Registration Under the Dodd-Frank Act (2012). SSRN: https://ssrn.com/abstract=2150377
- [2150377-023](https://wulfkaal.github.io/claims/2150377-023) [empirical/evidenced] -- Compliance with the registration and disclosure requirements cost a majority of surveyed advisers between $50,000 and $200,000, while a significant minority estimated total compliance cost from $200,000 to over $400,000.
  > A majority of respondents found the compliance cost will range from $50,000 to $200,000. However, a significant minority estimates the total compliance cost will range from $200,000 to over $400,000.
  Wulf A. Kaal, Hedge Fund Manager Registration Under the Dodd-Frank Act (2012). SSRN: https://ssrn.com/abstract=2150377
- [2150377-026](https://wulfkaal.github.io/claims/2150377-026) [mechanism/evidenced] -- Among the minority of advisers who do factor regulation into fund sizing, the pressure runs in both directions: about 25% would go smaller to avoid regulatory hassle while about 50% would grow or need a certain size to cover the increased expenses.
  > A significant number (25%) would go smaller to avoid the regulatory hassle. A larger percentage (50%) expressed either increasing current AUM size to cover expenses or mentioned the need for a certain size in order to account for the increase in expenses.
  Wulf A. Kaal, Hedge Fund Manager Registration Under the Dodd-Frank Act (2012). SSRN: https://ssrn.com/abstract=2150377
- [2150377-029](https://wulfkaal.github.io/claims/2150377-029) [empirical/evidenced] -- Registration and disclosure costs had not reached investors at the time of the survey: 76.09% of respondents reported that their investors' rate of return was not affected, while 23.91% believed investors would be affected.
  > Of those who responded, 76.09% stated that their investors' rate of return has not been affected by the registration and disclosure requirements, whereas 23.91% of respondents believe their investors will be affected by the registration and disclosure requirements.
  Wulf A. Kaal, Hedge Fund Manager Registration Under the Dodd-Frank Act (2012). SSRN: https://ssrn.com/abstract=2150377
- [2150377-030](https://wulfkaal.github.io/claims/2150377-030) [mechanism/argued] -- The incidence of Dodd-Frank compliance cost falls on the management company rather than the fund: the responses indicate that the management company bears the brunt of registration and disclosure costs, and whether and how those expenses will be passed to investors over time is unclear.
  > In the pool of respondents for this study, the responses seem to indicate that it is the management company that bears the brunt of costs associated with the registration and disclosure requirements. It is unclear whether and how the increased expenses will be passed on to investors over time.
  Wulf A. Kaal, Hedge Fund Manager Registration Under the Dodd-Frank Act (2012). SSRN: https://ssrn.com/abstract=2150377
- [2150377-031](https://wulfkaal.github.io/claims/2150377-031) [empirical/evidenced] -- Of the respondents reporting an effect on management company profits, 87.50% attributed it specifically to increased costs and decreased profits caused by the registration and reporting requirements.
  > Of those who responded, 87.50% indicated that the profits of their investment company were affected by increased costs and decreased profits as a result of the registration and reporting requirements.
  Wulf A. Kaal, Hedge Fund Manager Registration Under the Dodd-Frank Act (2012). SSRN: https://ssrn.com/abstract=2150377
- [2150377-033](https://wulfkaal.github.io/claims/2150377-033) [failure/evidenced] *(failure mode)* -- Respondents identified the creation of barriers to entry as an industry level effect of the registration and disclosure requirements, because the rules make the market environment for private funds less attractive to new entrants.
  > Another response cluster that merits mentioning is the creation of barriers to entry for other funds because of a less attractive market environment for private funds as a result of the registration and disclosure requirements.
  Wulf A. Kaal, Hedge Fund Manager Registration Under the Dodd-Frank Act (2012). SSRN: https://ssrn.com/abstract=2150377
- [2150377-034](https://wulfkaal.github.io/claims/2150377-034) [empirical/evidenced] *(failure mode)* -- The compliance burden has raised the minimum viable scale for launching a hedge fund: an adviser reports that the capital needed to start a fund in New York rose from roughly $25 to $50 million to at least $100 million because of the increased cost of compliance with the registration and disclosure requirements.
  > It used to take 25– 50 mil. to start a hedge fund in NY and then buil[d] a record and grow. Today it is at least 100 mil. [b]ecause of the increased cost of compliance with the registration and disclosure requirements.
  Wulf A. Kaal, Hedge Fund Manager Registration Under the Dodd-Frank Act (2012). SSRN: https://ssrn.com/abstract=2150377
- [2150377-037](https://wulfkaal.github.io/claims/2150377-037) [empirical/evidenced] -- Strategic adjustment to registration is a function of firm size: firms that planned a strategic response to Dodd-Frank were smaller than firms that did not.
  > Firms that planned a strategic response were smaller than those firms that did not plan a strategic response.
  Wulf A. Kaal, Hedge Fund Manager Registration Under the Dodd-Frank Act (2012). SSRN: https://ssrn.com/abstract=2150377
- [2150377-038](https://wulfkaal.github.io/claims/2150377-038) [predictive/argued] -- Quick absorption of registration costs does not settle the policy question: even if advisers absorb the reported cost implications relatively quickly after registration, the long-term cost implications of registration and reporting obligations could still affect the private fund industry.
  > Although hedge fund advisers may absorb the reported cost implications of registration and disclosure rules relatively quickly after registration, the long-term cost implications of registration and reporting obligations could affect the private fund industry.
  Wulf A. Kaal, Hedge Fund Manager Registration Under the Dodd-Frank Act (2012). SSRN: https://ssrn.com/abstract=2150377

**2014**

- [2389423-001](https://wulfkaal.github.io/claims/2389423-001) [empirical/evidenced] -- This study finds no evidence of an inverse relationship between the size of regulated hedge fund advisers and the per-unit cost of compliance, contrary to the common complaint that financial regulation brings increasing returns to scale.
  > The author finds no evidence of an inverse relationship between the size of regulated hedge fund advisers and the per-unit cost of compliance.
  Wulf A. Kaal, The Impact of Dodd-Frank Act Compliance Cost on the Hedge Fund Industry (2014). SSRN: https://ssrn.com/abstract=2389423
- [2389423-002](https://wulfkaal.github.io/claims/2389423-002) [empirical/evidenced] -- The cost of Title IV compliance, and the other independent variables used as proxies for compliance cost, are associated with the size of hedge fund advisers as measured by assets under management.
  > The cost of Title IV compliance and other independent variables as proxies for cost are associated with the size of hedge fund advisers as measured by assets under management (AUM).
  Wulf A. Kaal, The Impact of Dodd-Frank Act Compliance Cost on the Hedge Fund Industry (2014). SSRN: https://ssrn.com/abstract=2389423
- [2389423-006](https://wulfkaal.github.io/claims/2389423-006) [predictive/argued] -- If the administrative and compliance costs created by Title IV disproportionally affect smaller hedge fund advisers, then over time smaller fund advisers could be forced out of the market or pushed to merge with other funds.
  > If the administrative and compliance costs created by Title IV should disproportionally affect smaller hedge fund advisers, it is conceivable that over time smaller fund advisers could get forced out of the market or merge with other funds.
  Wulf A. Kaal, The Impact of Dodd-Frank Act Compliance Cost on the Hedge Fund Industry (2014). SSRN: https://ssrn.com/abstract=2389423
- [2389423-010](https://wulfkaal.github.io/claims/2389423-010) [empirical/argued] -- Because there is no evidence of an inverse relationship between adviser size and per-unit compliance cost, industry concerns over the effect of Title IV compliance cost and possible barriers to entry for smaller funds and startups appear unjustified.
  > Accordingly, industry concerns over the effect of Title IV compliance cost and possible barriers to entry for smaller funds and startups seem to be unjustified.
  Wulf A. Kaal, The Impact of Dodd-Frank Act Compliance Cost on the Hedge Fund Industry (2014). SSRN: https://ssrn.com/abstract=2389423
- [2389423-014](https://wulfkaal.github.io/claims/2389423-014) [empirical/argued] -- The study's core hypothesis, drawn from the industry view and the anecdotal evidence, is that smaller hedge fund advisers pay more relative to their size than larger hedge fund advisers for Title IV compliance.
  > Hypothesis: Dodd-Frank Effect on Hedge Fund Category. Smaller hedge fund advisers pay more relative to their size than larger hedge fund advisers for Title IV Compliance.
  Wulf A. Kaal, The Impact of Dodd-Frank Act Compliance Cost on the Hedge Fund Industry (2014). SSRN: https://ssrn.com/abstract=2389423
- [2389423-015](https://wulfkaal.github.io/claims/2389423-015) [empirical/evidenced] -- Prior work shows that registration and the increased compliance requirements under the Dodd-Frank Act only marginally increase the cost structure of hedge funds.
  > requirements under the Dodd-Frank Act marginally increase the cost structure of hedge funds (Kaal [2013]).
  Wulf A. Kaal, The Impact of Dodd-Frank Act Compliance Cost on the Hedge Fund Industry (2014). SSRN: https://ssrn.com/abstract=2389423
- [2389423-016](https://wulfkaal.github.io/claims/2389423-016) [empirical/evidenced] -- Linear, robust, and non-linear regression models all show positive and statistically significant coefficients, and compliance costs per unit of AUM do not diminish in the sample, so the hypothesis that smaller advisers pay relatively more is not supported.
  > Figures X and Y show that linear, robust, and non-linear regression models show positive and statistically significant coefficients. Compliance costs per unit AUM do not diminish in the sample. There is thus no support for the hypothesis.
  Wulf A. Kaal, The Impact of Dodd-Frank Act Compliance Cost on the Hedge Fund Industry (2014). SSRN: https://ssrn.com/abstract=2389423
- [2389423-017](https://wulfkaal.github.io/claims/2389423-017) [mechanism/asserted] -- Form PF is structured so that single strategy fund advisers collect and provide only a fraction of the information a multi strategy adviser must make available, which makes reporting burden a function of strategy count rather than of adviser size.
  > Form PF is structured in a way that allows single strategy fund advisers to collect and provide a fraction of the information a multi strategy adviser would be required to make available under Form PF.
  Wulf A. Kaal, The Impact of Dodd-Frank Act Compliance Cost on the Hedge Fund Industry (2014). SSRN: https://ssrn.com/abstract=2389423
- [2389423-018](https://wulfkaal.github.io/claims/2389423-018) [mechanism/argued] -- Because Form PF requires less information from single strategy advisers, hedge fund advisers that apply only a single strategy to their portfolios may incur overall lower compliance cost.
  > Accordingly, hedge fund advisers that apply only a single strategy to their respective portfolios may incur overall lower compliance cost.
  Wulf A. Kaal, The Impact of Dodd-Frank Act Compliance Cost on the Hedge Fund Industry (2014). SSRN: https://ssrn.com/abstract=2389423
- [2389423-024](https://wulfkaal.github.io/claims/2389423-024) [empirical/evidenced] -- In the open ended survey question on the effects of Title IV, 43.59 percent of respondents, the largest group, said the industry would be affected predominantly by increased costs.
  > Exhibit 1 illustrates that an overwhelming majority of respondents (43.59%) opined that the industry would be affected predominantly by increased costs.
  Wulf A. Kaal, The Impact of Dodd-Frank Act Compliance Cost on the Hedge Fund Industry (2014). SSRN: https://ssrn.com/abstract=2389423
- [2389423-025](https://wulfkaal.github.io/claims/2389423-025) [empirical/evidenced] -- The majority of survey respondents believed that Title IV compliance costs $100,000.00 annually.
  > The majority of respondents believed that Title IV compliance costs $100,000.00 annually.
  Wulf A. Kaal, The Impact of Dodd-Frank Act Compliance Cost on the Hedge Fund Industry (2014). SSRN: https://ssrn.com/abstract=2389423
- [2389423-026](https://wulfkaal.github.io/claims/2389423-026) [empirical/evidenced] -- The most common fund adviser response, at 47.67 percent of the 86 respondents to the question, estimates the annual compliance cost of Title IV in the range of $50,000 to $100,000.
  > The most common fund adviser response (47.67%) estimates the annual compliance cost of Title IV in the range of $50,000 - $100,000. The total number of respondents who answered Question 6bi was 86.
  Wulf A. Kaal, The Impact of Dodd-Frank Act Compliance Cost on the Hedge Fund Industry (2014). SSRN: https://ssrn.com/abstract=2389423
- [2389423-029](https://wulfkaal.github.io/claims/2389423-029) [empirical/evidenced] -- The compliance and administrative costs created by Title IV of the Dodd-Frank Act are associated with the size of hedge fund advisers' assets under management.
  > Exhibits 11-13 show that the compliance and administrative costs created by Title IV of the Dodd-Frank Act are associated with the size of hedge fund advisers' AUM.
  Wulf A. Kaal, The Impact of Dodd-Frank Act Compliance Cost on the Hedge Fund Industry (2014). SSRN: https://ssrn.com/abstract=2389423
- [2389423-030](https://wulfkaal.github.io/claims/2389423-030) [empirical/evidenced] -- All regression models show positive and predominantly statistically significant coefficients, with 18 out of 30 coefficients in the entire sample statistically significant.
  > All regression models show positive and predominantly statistically significant coefficients. 18 out of 30 coefficients in the entire sample are statistically significant.
  Wulf A. Kaal, The Impact of Dodd-Frank Act Compliance Cost on the Hedge Fund Industry (2014). SSRN: https://ssrn.com/abstract=2389423
- [2389423-031](https://wulfkaal.github.io/claims/2389423-031) [empirical/evidenced] -- Compliance costs per unit of AUM do not diminish in the entire sample or in the multi strategy subsample, so there is no support for the hypothesis that smaller advisers bear relatively higher Title IV compliance cost.
  > Compliance costs per unit AUM do not diminish in the entire sample and in the multi strategy subsample. There is thus no support for the hypothesis.
  Wulf A. Kaal, The Impact of Dodd-Frank Act Compliance Cost on the Hedge Fund Industry (2014). SSRN: https://ssrn.com/abstract=2389423
- [2389423-036](https://wulfkaal.github.io/claims/2389423-036) [empirical/evidenced] -- While all coefficients are positive in the entire sample and the multi strategy subsample, the negative coefficients in the single strategy subsample suggest that the strategy employed by a hedge fund adviser could change the assessment of the effect of compliance cost.
  > the negative coefficients in the single strategy subsample in Exhibit 12 suggest that the strategy employed by hedge fund advisers could change the assessment of the effect of compliance cost on the hedge fund industry.
  Wulf A. Kaal, The Impact of Dodd-Frank Act Compliance Cost on the Hedge Fund Industry (2014). SSRN: https://ssrn.com/abstract=2389423
- [2389423-037](https://wulfkaal.github.io/claims/2389423-037) [empirical/evidenced] -- Even in the single strategy subsample only 9 of 30 coefficients are negative, so the strategy based qualification to the main finding is limited.
  > It is noteworthy, however, that even in the single strategy subsample in Exhibit 12 only 9 of 30 coefficients are negative.
  Wulf A. Kaal, The Impact of Dodd-Frank Act Compliance Cost on the Hedge Fund Industry (2014). SSRN: https://ssrn.com/abstract=2389423
- [2389423-038](https://wulfkaal.github.io/claims/2389423-038) [empirical/evidenced] -- There is no evidence that private fund adviser regulation in Title IV of the Dodd-Frank Act increases returns to scale, which counters the most damning putative concern raised about regulatory compliance costs.
  > There is no evidence that private fund adviser regulation in Title IV of the Dodd-Frank Act increases returns to scale.
  Wulf A. Kaal, The Impact of Dodd-Frank Act Compliance Cost on the Hedge Fund Industry (2014). SSRN: https://ssrn.com/abstract=2389423
- [2389423-040](https://wulfkaal.github.io/claims/2389423-040) [predictive/speculative] -- A long-term study of the effects of Title IV compliance costs could change the assessment that no policy intervention is needed, so the finding is provisional on the short observation window.
  > A long-term study of the effects of Title IV compliance costs could change this assessment.
  Wulf A. Kaal, The Impact of Dodd-Frank Act Compliance Cost on the Hedge Fund Industry (2014). SSRN: https://ssrn.com/abstract=2389423
- [2447306-012](https://wulfkaal.github.io/claims/2447306-012) [empirical/evidenced] -- Initial Form PF compliance was inexpensive for most filers: 59.18 percent of respondents put the total cost of completing Form PF for the first time under $10,000.
  > The majority of respondents (59.18%) indicated that the total estimated cost of first time Form PF completion was under $10,000.00.
  Wulf A. Kaal, Private Fund Disclosures Under the Dodd-Frank Act (2014). SSRN: https://ssrn.com/abstract=2447306
- [2447306-013](https://wulfkaal.github.io/claims/2447306-013) [empirical/evidenced] -- Form PF compliance cost is sharply size dependent: quarterly filing large funds spent on average $155,286 on the initial filing, roughly sixteen times the $9,520 average reported by annually filing smaller funds.
  > Quarterly filing large funds spent on average $155,286 for the initial filing of Form PF. By contrast, annually filing smaller funds only spend on average $9,520 for the first time filing of Form PF.
  Wulf A. Kaal, Private Fund Disclosures Under the Dodd-Frank Act (2014). SSRN: https://ssrn.com/abstract=2447306
- [2447306-014](https://wulfkaal.github.io/claims/2447306-014) [empirical/evidenced] -- Measured against this study's survey data, the SEC marginally overestimated the cost of the initial Form PF filing for both annually filing smaller advisers and quarterly filing larger advisers.
  > The cross-comparison suggests that the SEC may be marginally overestimating the cost of Form PF filings for both annually filing smaller private fund advisers and quarterly filing larger private fund advisers.
  Wulf A. Kaal, Private Fund Disclosures Under the Dodd-Frank Act (2014). SSRN: https://ssrn.com/abstract=2447306
- [2447306-015](https://wulfkaal.github.io/claims/2447306-015) [empirical/evidenced] -- Recurring Form PF cost is also size dependent: quarterly filing large fund advisers pay on average $72,143 for subsequent filings while smaller advisers spend on average $5,262.
  > Quarterly filing large fund advisers on average pay $72,143 for subsequent Form PF filings. Smaller private fund advertiser, on the other hand, spent only on average $5,262 for subsequent Form PF filings.
  Wulf A. Kaal, Private Fund Disclosures Under the Dodd-Frank Act (2014). SSRN: https://ssrn.com/abstract=2447306
- [2447306-016](https://wulfkaal.github.io/claims/2447306-016) [empirical/evidenced] -- For quarterly filing larger private fund advisers, the SEC substantially overestimated the cost of subsequent Form PF filings; the survey's estimate is roughly half of what the SEC projected.
  > With regards to quarterly filing larger private fund advisers, however, the SEC appears to be substantially overestimating the cost of subsequent Form PF filings.
  Wulf A. Kaal, Private Fund Disclosures Under the Dodd-Frank Act (2014). SSRN: https://ssrn.com/abstract=2447306
- [2447306-017](https://wulfkaal.github.io/claims/2447306-017) [empirical/evidenced] -- The SEC's error runs in the opposite direction for small advisers on recurring filings: the agency marginally underestimated the cost of subsequent Form PF filings for annually filing smaller private fund advisers.
  > The cross-comparison suggests that the SEC may be marginally underestimating the cost of Form PF filings for annually filing smaller private fund advisers.
  Wulf A. Kaal, Private Fund Disclosures Under the Dodd-Frank Act (2014). SSRN: https://ssrn.com/abstract=2447306
- [2447306-040](https://wulfkaal.github.io/claims/2447306-040) [empirical/argued] -- On the cost evidence collected here for both smaller and larger advisers, the industry's long standing objection that mandatory registration and disclosure would inappropriately burden investment advisers is mostly unfounded.
  > the industry's concerns that mandatory private fund adviser registration and disclosure requirements could inappropriately burden investment advisers59 seem to be mostly unfounded.
  Wulf A. Kaal, Private Fund Disclosures Under the Dodd-Frank Act (2014). SSRN: https://ssrn.com/abstract=2447306
- [2447306-044](https://wulfkaal.github.io/claims/2447306-044) [empirical/asserted] *(failure mode)* -- The study's cost findings are bounded to the short run: the data cannot establish what it will cost the private fund industry to keep completing and filing Form PF annually or quarterly over time.
  > The data does not identify the long-term costs for the private fund industry of having to complete and file Form PF on an annual or quarterly basis.
  Wulf A. Kaal, Private Fund Disclosures Under the Dodd-Frank Act (2014). SSRN: https://ssrn.com/abstract=2447306
- [2470008-019](https://wulfkaal.github.io/claims/2470008-019) [mechanism/argued] -- SIFI designation changes the nature of regulation for a nonbank financial institution, subjecting it to substantial additional regulation and forcing it to change how it does business, which can in turn constrain its growth.
  > Designation as a systemically important financial institution (SIFI) would change the nature of the regulation for the respective nonbank financial institution and subject such entity to substantial additional regulations,149 requiring the respective entity to change the way it does business.
  Wulf A. Kaal, The Systemic Risk of Private Funds after the Dodd-Frank Act (2014). SSRN: https://ssrn.com/abstract=2470008

**2016**

- [2714974-009](https://wulfkaal.github.io/claims/2714974-009) [empirical/evidenced] -- Contrary to the hedge fund industry's own predictions, the industry has absorbed Form PF quickly and the impact of the Dodd-Frank registration and disclosure rules has proven much less intense than the industry initially anticipated.
  > The hedge fund industry seems to be adjusting well to the registration and disclosure requirements under the Dodd-Frank Act, and the impact of the registration and disclosure rules appears to be much less intense than the hedge fund industry initially anticipated.
  Kaal and Oesterle, The History of Hedge Fund Regulation in the United States (2016). SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2714974
- [2714974-010](https://wulfkaal.github.io/claims/2714974-010) [empirical/evidenced] -- The majority of hedge fund advisers spent less than $10,000 preparing their initial Form PF data reporting to the SEC, and subsequent annual filings cost about half of that initial amount.
  > The majority of hedge fund advisers incurred less than $10,000 to prepare their initial data reporting to the SEC, with the cost of subsequent annual Form PF filings at about half the initial cost (Kaal 2014).
  Kaal and Oesterle, The History of Hedge Fund Regulation in the United States (2016). SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2714974
- [2714974-011](https://wulfkaal.github.io/claims/2714974-011) [empirical/evidenced] -- Larger hedge fund advisers, which must file Form PF quarterly rather than annually, faced substantially higher compliance costs for both initial and subsequent reporting than smaller advisers did.
  > faced substantially higher compliance costs, both for their initial data reporting and for subsequent quarterly filings.
  Kaal and Oesterle, The History of Hedge Fund Regulation in the United States (2016). SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2714974
- [2714974-013](https://wulfkaal.github.io/claims/2714974-013) [empirical/evidenced] -- The cost of hedge fund manager registration under the Dodd-Frank Act brings increasing returns to scale for the industry, meaning compliance burdens fall disproportionately on smaller advisers.
  > Kaal shows that the cost of hedge fund manager registration under the Dodd-Frank Act brings increasing returns to scale for the industry (Kaal 2016a).
  Kaal and Oesterle, The History of Hedge Fund Regulation in the United States (2016). SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2714974
- [2714974-039](https://wulfkaal.github.io/claims/2714974-039) [empirical/evidenced] -- The overall effects of enhanced hedge fund regulation are not as immense as industry representatives predicted, but there is evidence that the enhanced Dodd-Frank Act rules do increase compliance costs for the industry.
  > While the overall effects of enhanced hedge fund regulation are not as immense as hedge fund industry representatives had predicted, some evidence exists that enhanced rules under the Dodd-Frank Act increase the cost of compliance for the industry.
  Kaal and Oesterle, The History of Hedge Fund Regulation in the United States (2016). SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2714974
- [2714974-040](https://wulfkaal.github.io/claims/2714974-040) [predictive/argued] *(failure mode)* -- Higher compliance costs from hedge fund regulation can create barriers to entry for new market entrants and can accelerate consolidation of the hedge fund industry.
  > costs can lead to barriers to entry for new market entrants and can also accelerate the consolidation of the industry.
  Kaal and Oesterle, The History of Hedge Fund Regulation in the United States (2016). SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2714974
- [2715083-010](https://wulfkaal.github.io/claims/2715083-010) [mechanism/argued] -- Operating a mutual fund is materially more capital intensive than operating a hedge fund: the mutual fund adviser's required investment in trading and operational technology and in specialized staffing substantially exceeds what a hedge fund manager must spend.
  > the size of the investment in trading and operational technology and in experienced portfolio management, trading, reporting, operational, risk management, and other staffing incurred by a mutual fund adviser is materially larger than what a hedge fund manager must expend to operate its business.
  Kaal, Confluence of Mutual and Private Funds (2016). SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2715083
- [2732915-003](https://wulfkaal.github.io/claims/2732915-003) [empirical/evidenced] -- The long-term cost implications of Title IV registration and reporting obligations are absorbed relatively quickly after registration, so that Dodd-Frank compliance costs are largely manageable depending on the size of the investment adviser.
  > The long-term cost implications of registration and reporting obligations as reported in this study appear to be absorbed relatively quickly after registration. The costs of compliance associated with the Dodd-Frank Act are, depending on size of the investment adviser, largely manageable.
  Wulf A. Kaal, The Private Fund Industry Five Years after the Dodd-Frank Act – A Survey Study (2016). SSRN: https://ssrn.com/abstract=2732915
- [2732915-016](https://wulfkaal.github.io/claims/2732915-016) [empirical/evidenced] -- A 2013 survey found that Form PF compliance costs for first time filers were under $10,000 for 59.18 percent of respondents, while subsequent annual Form PF filings cost no more than $5,000 for 57.14 percent of respondents.
  > While Form PF compliance costs for first time filers were under $10,000 (59.18% of respondents), the cost of subsequent annual Form PF filings amounted to no more than $5,000 (57.14% of respondents),
  Wulf A. Kaal, The Private Fund Industry Five Years after the Dodd-Frank Act – A Survey Study (2016). SSRN: https://ssrn.com/abstract=2732915
- [2732915-022](https://wulfkaal.github.io/claims/2732915-022) [empirical/evidenced] -- Compliance cost is a significant issue for the private fund industry: a majority of respondents put Dodd-Frank compliance costs between $50,000 and $200,000, while a significant minority estimates total compliance cost between $200,000 and over $400,000.
  > Compliance costs are a significant issue for the private fund industry. A majority of respondents found Dodd-Frank compliance costs to range from $50,000 to $200,000. However, a significant minority estimates the total compliance cost will range from $200,000 to over $400,000.
  Wulf A. Kaal, The Private Fund Industry Five Years after the Dodd-Frank Act – A Survey Study (2016). SSRN: https://ssrn.com/abstract=2732915
- [2732915-023](https://wulfkaal.github.io/claims/2732915-023) [condition/argued] *(failure mode)* -- Up to $100,000 in additional Dodd-Frank compliance cost is a significant imposition on a smaller private fund adviser, whereas larger and mid sized advisers can absorb it relatively easily or pass it on to clients, so the burden of Title IV is size dependent.
  > $100,000 in additional compliance costs imposed by the Dodd- Frank Act can be a significant imposition on a smaller private fund adviser, for the majority of larger or mid-sized investment advisers those compliance costs can be relatively easily absorbed and/or passed on to their clients.
  Wulf A. Kaal, The Private Fund Industry Five Years after the Dodd-Frank Act – A Survey Study (2016). SSRN: https://ssrn.com/abstract=2732915
- [2732915-024](https://wulfkaal.github.io/claims/2732915-024) [empirical/evidenced] -- The largest group of respondents, 26.5 percent, estimated annual compliance cost for all federal regulations at between $100,000 and $200,000, while a smaller group of 14.3 percent estimated it at more than $400,000 a year.
  > The largest number of respondents (26.5%), however, estimated the annual compliance cost for all federal regulations at between $100,000 and $200,000. A smaller group (14.3%) estimated the cost of compliance as more than $400,000 a year.
  Wulf A. Kaal, The Private Fund Industry Five Years after the Dodd-Frank Act – A Survey Study (2016). SSRN: https://ssrn.com/abstract=2732915
- [2732915-025](https://wulfkaal.github.io/claims/2732915-025) [empirical/evidenced] -- Reported compliance time tracks reported compliance cost: a clear majority of adviser respondents spent fewer than 500 hours complying with Title IV, while a noticeable minority of 11.5 percent estimated more than 1000 hours.
  > estimates pertaining to compliance time are consistent with their estimates pertaining to compliance cost. Although a clear majority of adviser respondents spent fewer than 500 hours to comply with Title IV, a noticeable minority (11.5%) estimated compliance time at more than 1000 hours.
  Wulf A. Kaal, The Private Fund Industry Five Years after the Dodd-Frank Act – A Survey Study (2016). SSRN: https://ssrn.com/abstract=2732915
- [2732915-034](https://wulfkaal.github.io/claims/2732915-034) [empirical/evidenced] -- Among the minority of respondents who believed Dodd-Frank affected fund earnings, the majority attributed that effect to additional compliance costs rather than to lower returns.
  > Figure 17 illustrates that the majority of those respondents who believed that Dodd-Frank affected their fund(s) earnings blamed additional compliance costs associated with Dodd-Frank.
  Wulf A. Kaal, The Private Fund Industry Five Years after the Dodd-Frank Act – A Survey Study (2016). SSRN: https://ssrn.com/abstract=2732915
- [2732915-035](https://wulfkaal.github.io/claims/2732915-035) [empirical/evidenced] -- Of those who responded, 75.4 percent indicated that the profits of their investment management company were affected by the new registration and disclosure requirements, consistent with the management company, rather than the fund, bearing most of those costs.
  > 75.4% indicated that the profits of their investment management company were affected. This is consistent with anecdotal evidence suggesting that it is the investment management company that bears the majority of costs associated with the registration and disclosure requirements.
  Wulf A. Kaal, The Private Fund Industry Five Years after the Dodd-Frank Act – A Survey Study (2016). SSRN: https://ssrn.com/abstract=2732915
- [2732915-036](https://wulfkaal.github.io/claims/2732915-036) [predictive/evidenced] -- Half of the respondents indicated that the Dodd-Frank registration and disclosure rules create higher costs that will affect their funds over the next five years, while 17.4 percent expected no effect and 6.5 percent expected lower returns.
  > while 17.4% believed there was no effect and 6.5% suggest the effect is lower returns, 50% indicated that the Dodd- Frank registration and disclosure rules create higher costs that affect their funds.
  Wulf A. Kaal, The Private Fund Industry Five Years after the Dodd-Frank Act – A Survey Study (2016). SSRN: https://ssrn.com/abstract=2732915
- [2732915-040](https://wulfkaal.github.io/claims/2732915-040) [failure/evidenced] *(failure mode)* -- The same SEC implementation and clarification of Dodd-Frank registration and reporting requirements that helps the industry comply also creates uncertainty and higher costs for it, so continuing rule development cuts both ways.
  > At the same time, there is sufficient evidence in the findings that the SEC's implementation and clarification of Dodd-Frank Act registration and reporting requirements for private funds also creates uncertainty and higher costs for the industry.
  Wulf A. Kaal, The Private Fund Industry Five Years after the Dodd-Frank Act – A Survey Study (2016). SSRN: https://ssrn.com/abstract=2732915

**2024**

- [4796714-018](https://wulfkaal.github.io/claims/4796714-018) [failure/argued] *(failure mode)* -- Sector specific AI regulation, though responsive to the distinctive features of each field, produces a patchwork of complex rules that is difficult for developers to navigate and creates barriers to entry for smaller companies lacking compliance resources.
  > While emphasizing sector-specific regulations can be beneficial by addressing the unique characteristics of different fields, this approach can also lead to a patchwork of regulations that are complex and difficult for AI developers to navigate.
  Wulf A. Kaal, AI Governance (2024). SSRN: https://ssrn.com/abstract=4796714

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