diff --git a/README.md b/README.md
index ec601247..b3b7323c 100644
--- a/README.md
+++ b/README.md
@@ -16,10 +16,12 @@ To generate the microdata files:
The two tokens can be obtained from [Don Boyd](mailto:donboyd5@gmail.com).
+## Examination results
+
To assess, review the data examination results that compare federal
-agency tax estimates with those generated using the microdata file
-created in each project phase:
+agency tax estimates with those generated using the national microdata
+files created in each project phase:
[phase 1 results](./tmd/examination/results1.md) and
[phase 2 results](./tmd/examination/results2.md) and
[phase 3 results](./tmd/examination/results3.md) and
-[phase 4+ national results](./tmd/examination/results4.md).
+[phase 4+ results](./tmd/examination/results4.md).
diff --git a/docs/book/examination.md b/docs/book/examination.md
index 354f20c6..cec603b4 100644
--- a/docs/book/examination.md
+++ b/docs/book/examination.md
@@ -1,173 +1,5 @@
-Phase 3 Data Examination Results
-================================
+National Data Examination Results
+=================================
-**FINAL RESULTS AS OF 2024-07-21 (after merge of PR 155)**
-
-This project is developing a new dataset for use by income and payroll
-tax microsimulation models. The project is progressing in several
-phases. At the end of each phase the current dataset is used as input
-to a tax microsimulation model to generate several basic tax
-estimates for calendar years 2023 and 2026. These estimates are
-then compared with corresponding estimates generated by federal
-agencies using their more comprehensive data. Examining the
-differences between the estimates generated from this project's data
-and the estimates published by the federal agencies should provide
-ideas about how to improve the development of this project's dataset
-in subsequent phases.
-
-For more on the source of the federal agency estimates and on how the
-model-plus-dataset estimates are generated, see the [examination
-methods](./methods.md) document. The model used to generate the
-following Phase 3 estimates is [Tax-Calculator
-4.2.0]((https://github.com/PSLmodels/Tax-Calculator)) (after merge of
-PR 2774 on 2024-07-21).
-
-Note that Tax-Calculator assumes 100% participation in credits (like
-CTC and EITC), while the federal agencies assume less than 100%
-participation. The implications of the differences in credit
-participation assumptions are discussed below the following tables.
-
-
-
-**CY2023 and CY2026 Payroll Tax Liability** ($ billion)
-(federal employee plus employer share)
-| CY23 Amount | CY26 Amount | Estimate Source |
-| ---: | ---: | :--- |
-| 1580.0 | 1829.9 | CBO |
-| 1523.8 | 1767.4 | Tax-Calculator + phase 3 dataset |
-| 1489.3 | 1711.0 | Tax-Calculator + taxdata dataset |
-
-
-
-**CY2023 and CY2026 Individual Income Tax Liability** ($ billion)
-(federal individual income tax)
-| CY23 Amount | CY26 Amount | Estimate Source |
-| ---: | ---: | :--- |
-| 2512.3 | 2849.4 | CBO (probably assumes less than 100% credit participation) |
-| 2212.0 | 2786.1 | Tax-Calculator + phase 3 dataset (100% participation) |
-| 2247.9 | 2742.2 | Tax-Calculator + taxdata dataset (100% participation) |
-
-
-
-**CY2023 and CY2026 CTC Tax Expenditure** ($ billion)
-(from the federal child tax credit)
-| CY23 Amount | CY26 Amount | Estimate Source |
-| ---: | ---: | :--- |
-| 122.1 | 57.6 | JCT (assumes less than 100% participation) |
-| 108.6 | 55.7 | TSY (probably assumes less than 100% participation) |
-| 129.2 | 46.8 | Tax-Calculator + phase 3 dataset (100% participation) |
-| 126.3 | 43.1 | Tax-Calculator + taxdata dataset (100% participation) |
-
-
-
-**CY2023 and CY2026 EITC Tax Expenditure** ($ billion)
-(from the federal earned income credit)
-| CY23 Amount | CY26 Amount | Estimate Source |
-| ---: | ---: | :--- |
-| 71.9 | 78.0 | JCT (assumes less than 100% participation) |
-| 63.6 | 71.2 | TSY (probably assumes less than 100% participation) |
-| 75.8 | 84.8 | Tax-Calculator + phase 3 dataset (100% participation) |
-| 73.5 | 82.0 | Tax-Calculator + taxdata dataset (100% participation) |
-
-
-
-**CY2023 and CY2026 SSBEN Tax Expenditure** ($ billion)
-(from excluding some social security benefits from federal AGI)
-| CY23 Amount | CY26 Amount | Estimate Source |
-| ---: | ---: | :--- |
-| 45.9 | 56.4 | JCT |
-| 31.4 | 38.4 | TSY |
-| 53.3 | 72.2 | Tax-Calculator + phase 3 dataset |
-| 62.7 | 89.5 | Tax-Calculator + taxdata dataset |
-
-
-
-**CY2023 and CY2026 NIIT Tax Expenditure** ($ billion)
-(from the 3.8% federal surtax on investment income)
-| CY23 Amount | CY26 Amount | Estimate Source |
-| ---: | ---: | :--- |
-| -56.5 | -53.8 | JCT |
-| ---- | ---- | TSY |
-| -57.0 | -55.1 | Tax-Calculator + phase 3 dataset |
-| -55.8 | -52.1 | Tax-Calculator + taxdata dataset |
-
-
-
-**CY2023 and CY2026 CGQD Tax Expenditure** ($ billion)
-(from taxing long-term capital gains and qualified dividends at lower federal rates)
-| CY23 Amount | CY26 Amount | Estimate Source |
-| ---: | ---: | :--- |
-| 259.3 | 239.8 | JCT |
-| 153.9 | 182.4 | TSY |
-| 234.3 | 232.5 | Tax-Calculator + phase 3 dataset |
-| 217.7 | 223.6 | Tax-Calculator + taxdata dataset |
-
-
-
-**CY2023 and CY2026 QBID Tax Expenditure** ($ billion)
-(from the 20% federal qualified business income deduction)
-| CY23 Amount | CY26 Amount | Estimate Source |
-| ---: | ---: | :--- |
-| 56.2 | 0.0 | JCT |
-| 50.4 | 0.0 | TSY |
-| 55.3 | 0.0 | Tax-Calculator + phase 3 dataset |
-| 19.3 | 0.0 | Tax-Calculator + taxdata dataset |
-
-
-
-**CY2023 and CY2026 SALT Tax Expenditure** ($ billion)
-(from itemized deduction of state and local income/sales/property taxes)
-| CY23 Amount | CY26 Amount | Estimate Source |
-| ---: | ---: | :--- |
-| 21.2 | 151.3 | JCT |
-| 26.5 | 149.0 | TSY |
-| 20.8 | 162.3 | Tax-Calculator + phase 3 dataset |
-| 29.4 | 185.5 | Tax-Calculator + taxdata dataset |
-
-
-
-**Implication of Differing Credit Participation Assumptions**
-
-Tax-Calculator assumes that everyone eligible for a credit claims it,
-while the JCT (and presumably TSY) assumes that some who are eligible
-for a credit do not claim it. Here is what JCT says about its credit
-tax expenditure estimates: "Internal Revenue Service (IRS) statistics
-from recent tax returns are used to develop projections of the tax
-credits, deductions, and exclusions that will be claimed (or that will
-be denied in the case of negative tax expenditures) under the
-present-law baseline. These IRS statistics show the actual usage of
-the various tax expenditure provisions. In the case of some tax
-expenditures, such as the earned income credit, there is evidence that
-some taxpayers are not claiming all the benefits to which they are
-entitled, while others are filing claims that exceed their
-entitlements. The tax expenditure calculations in this report are
-based on projections of actual claims under the various tax
-provisions, not the potential tax benefits to which taxpayers are
-entitled." (Quote is from page 18 of the JCX-59-23 publication.)
-
-The only IRS credit participation rates we have found are for the
-EITC, and they almost 80% and they are tax-unit participation rates
-rather than credit amount (or dollar) participation rates. (See this
-[IRS
-document](https://www.eitc.irs.gov/eitc-central/participation-rate-by-state/eitc-participation-rate-by-states).)
-
-Given the differing credit participation assumptions, it should be
-expected that the Tax-Calculator CTC and EITC tax expenditures are
-above the JCT estimates. The following calculations, which
-arbitrarily assume a 95% dollar participation rate, illustrate how
-the differing 2023 estimates are not as far apart as they seem.
-
-
-
-**CY2023 CTC and EITC Tax Expenditures** ($ billion)
-| CY23 Amount | Estimate Source |
-| ---: | :--- |
-| 122.1 | CTC JCT (assumes less than 100% participation) |
-| 129.2 | CTC Tax-Calculator + phase 3 dataset (100% participation) |
-| 122.7 | CTC Tax-Calculator + phase 3 dataset (95% participation) |
-| | |
-| 71.9 | EITC JCT (assumes less than 100% participation) |
-| 75.8 | EITC Tax-Calculator + phase 3 dataset (100% participation) |
-| 72.0 | EITC Tax-Calculator + phase 3 dataset (95% participation) |
-
-
+See examination results links in the [top-level README
+file](https://github.com/PSLmodels/tax-microdata-benchmarking?tab=readme-ov-file#examination-results).
\ No newline at end of file
diff --git a/docs/book/intro.md b/docs/book/intro.md
index 5372b404..86393643 100644
--- a/docs/book/intro.md
+++ b/docs/book/intro.md
@@ -15,12 +15,3 @@ To generate the microdata files:
3. Run `make data`
The two tokens can be obtained from [Don Boyd](mailto:donboyd5@gmail.com).
-
-To assess, review the data examination results that compare federal
-agency tax estimates with those generated using the microdata file
-created in each project phase: [phase 1
-results](./tmd/examination/results1.md) and
-[phase 2
-results](./tmd/examination/results2.md) and
-[phase 3
-results](./tmd/examination/results3.md).