NBER Working Paper · 2025

Measurement Matters: Financial Reporting and Productivity

John Manuel Barrios, Brian C. Fujiy, Petro Lisowsky & Michael Minnis

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We examine how differences in financial reporting practices shape firm productivity. Using comprehensive data from the U.S. Census Bureau, tax return data from the Internal Revenue Service (IRS), and detailed financial records from Sageworks, we find that variation in reporting quality explains 10–20 percent of intra-industry total factor productivity dispersion. Leveraging new audit questions in the U.S. Census Bureau’s 2021 Management and Organizational Practices Survey (MOPS), we find evidence of complementarity between the effects of financial audits and management practices to drive firm productivity.

We then examine the underlying mechanisms. First, audits function as a managerial technology, improving the precision of internal information and raising efficiency, with stronger effects in competitive, low-margin industries and among younger firms. Second, exploiting cross-state variation in tax incentives, we show that audits constrain underreporting and mitigate the downward bias in measured productivity. Together, these results highlight the underrated importance of financial reporting quality in driving firm productivity.

Reporting Quality Explains Productivity Dispersion

Financial reporting quality accounts for approximately 10–20 percent of intra-industry total factor productivity (TFP) dispersion between the 10th and 90th percentiles, a magnitude the paper describes as comparable to other well-documented drivers such as information technology, human capital, and structured management practices.

Complementarity with Management Practices

Audits and structured management practices each independently raise productivity (about 2.5–3% and 2.7–3.4%, respectively) and profitability, with a positive interaction when combined (productivity roughly 2.2% higher in firms adopting both), suggesting they reinforce one another.

Audits as Managerial Technology

External audits improve firm decision-making by enhancing information precision, with stronger effects in competitive, low-margin industries and among younger firms that benefit disproportionately from external discipline and guidance.

Tax Incentives and Measurement Bias

Audits constrain underreporting driven by tax-minimization incentives. The audit effect on measured productivity is nearly twice as strong in high-tax states, indicating that audits reduce measurement bias from tax-motivated misreporting.

Figure 1: Key Quantitative Results
Left: financial reporting quality accounts for roughly 10–20% of within-industry TFP dispersion between the 10th and 90th percentiles (15% shown as an illustrative midpoint), a magnitude the paper describes as comparable to other documented productivity drivers. Right: audits and structured management practices each independently raise productivity (about 2.5–3% and 2.7–3.4%, with management practices reaching 3.4%) and profitability (0.7–0.8% and 0.8–0.9%); plotted bars are illustrative midpoints of the ranges reported in Table 5.
Figure 1: reporting quality explains 10-20% of TFP dispersion; audits and management practices each raise productivity and profitability
Figure 2: Two Complementary Mechanisms
Two channels link financial reporting quality to productivity. Managerial-technology channel: audits sharpen internal information, improving managerial decisions and true productivity (about +2.5–3%), with larger effects in competitive, low-margin industries and younger firms and a positive complementarity with structured management practices (+2.2% interaction). Measurement-bias channel: tax incentives lead firms to underreport production; audits constrain this, with the audit–productivity link roughly twice as strong in high-tax states. Estimates draw on three independent datasets — Census MOPS (2021), IRS tax returns, and Sageworks financial records.
Figure 2: two mechanisms — audits as managerial technology and measurement-bias reduction

This paper identifies financial reporting quality as a significant and underexplored determinant of firm-level productivity, filling a gap in the economics and management literature. Using three distinct and independently compiled datasets on private U.S. firms, the research documents that financial measurement quality—proxied by external audits and adherence to high-quality reporting standards—explains a substantial portion of productivity dispersion comparable to well-documented drivers such as management practices and technology adoption.

The findings reveal two distinct mechanisms: audits enhance actual firm productivity by improving managerial information quality and decision-making (particularly in competitive industries and younger firms), and they also reduce measurement bias by constraining tax-motivated underreporting. The paper reframes financial reporting not as a passive compliance function but as an active managerial technology with direct implications for operational efficiency and firm performance. These insights bridge the economics and accounting literatures, offering broader perspectives on the determinants of firm-level productivity heterogeneity.

Barrios, John Manuel, Brian C. Fujiy, Petro Lisowsky, and Michael Minnis. “Measurement Matters: Financial Reporting and Productivity.” NBER Working Paper No. 34536, 2025.
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