Examiner John Heffington

Grant ratio: 35.2% (21st percentile in Art Unit 2172 among examiners with at least 20 applications). Average office actions per grant: 3.73. Most common rejection type: §103.

Recently active Last office action in data: October 2026
Grant ratio 35.2%
Average office actions / grant 3.73
Compared with Art unit Very hard
Compared with Work group Very hard
Compared with Technology center Very hard
Compared with USPTO Very hard

Examiner record

Examiner ID
83246
Primary art unit
2172
Work group
2170
Technology center
2100
Applications
477
Granted applications
168
Examiner phone
(571) 270-1696
Supervisor
Cesar Paula
Supervisor phone
(571) 272-4128

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 15 50.6% 3.04
Group 189 48.3% 2.73
Tech Center 1,817 51.4% 2.19
USPTO 16,620 51.8% 1.98

Office actions per application

Average office actions per application 3.90 1,862 office actions across 477 applications
Applications with office actions 98.1% 468 applications
Office actionsApplicationsShare of applications
No OA observed 9 1.9%
1 OA 75 15.7%
2 OAs 87 18.2%
3 OAs 59 12.4%
4 OAs 91 19.1%
5+ OAs 156 32.7%

Each application is counted once. “5+” includes all higher counts.

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2008: 31.6% 2008 2009: 35.0% 2009 2010: 30.4% 2010 2011: 52.6% 2011 2012: 52.2% 2012 2013: 39.1% 2013 2014: 39.3% 2014 2015: 51.7% 2015 2016: 75.6% 2016 2017: 53.8% 2017 2018: 42.4% 2018 2019: 28.6% 2019 2020: 25.0% 2020 2021: 22.2% 2021 2022: 26.1% 2022 2023: 36.0% 2023 2024: 5.3% 2024 2025: 0.0% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
200819631.6%
200920735.0%
201023730.4%
2011191052.6%
2012231252.2%
201323939.1%
2014281139.3%
2015291551.7%
2016413175.6%
2017261453.8%
2018331442.4%
201921628.6%
202024625.0%
202118422.2%
202223626.1%
202325936.0%
20241915.3%
20252300.0%
20264000.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 468 0.2% 13.7% 85.5% 0.0%
Action 2 393 2.3% 12.2% 83.2% 1.8%
Action 3 306 1.6% 7.5% 89.2% 0.3%
Action 4 247 0.8% 6.9% 89.9% 1.6%
Action 5 156 0.6% 5.1% 91.0% 2.6%
Action 6 118 0.8% 5.1% 90.7% 0.8%
Action 7 70 1.4% 5.7% 91.4% 1.4%
Action 8 49 0.0% 8.2% 89.8% 0.0%
Action 9 28 0.0% 10.7% 89.3% 0.0%
Action 10 14 0.0% 0.0% 100.0% 0.0%

Section 101 rejections

Last 3 years 5.1% 13 of 253 office actions
All years 1.1% 20 of 1,862 office actions
Change +4.1 pts Percentage points

Last 3 years: 2023-10-23–2026-10-23. All years includes every dated office action in the data.

By year

0.0%
0.0%
0.0%
0.0%
0.0%
0.0%
2014: Alice
1.0%
0.0%
0.0%
1.1%
1.0%
2019: PEG
0.9%
1.0%
1.0%
1.0%
0.0%
2024: AI examples
1.1%
2025: August memo
10.7%
5.1%

Each bar is the percentage of office actions with a §101 rejection.

PTAB appeals

Matched decisions: 24. Merits outcomes: 10 affirmed, 5 affirmed in part, and 9 reversed.

Full reversal rate
37.5% 9/24 decisions
Full or partial reversal rate
58.3% 14/24 decisions
Median appeal duration
17.3 months
New grounds of rejection
2
Recent decisions
DecisionApplicationOutcomeIssues
Mar. 10, 2026 17/225,800 Reversed §103
Dec. 15, 2025 17/198,168 Reversed §103
Nov. 5, 2025 17/386,107 Affirmed in part §103
Jul. 18, 2025 16/586,188 Reversed N/A
Sep. 25, 2024 17/070,511 Reversed §103
Nov. 8, 2023 14/883,091 Affirmed §103
Jun. 29, 2023 15/811,491 Affirmed §103
Feb. 6, 2023 15/441,055 Affirmed §103
Jul. 1, 2022 15/265,074 Affirmed §103
Dec. 14, 2020 15/253,653 Reversed §103
Mar. 15, 2019 11/967,637 Affirmed in part §102 · §103
Mar. 22, 2018 12/978,926 Reversed §103

The examiner match uses the last recorded office action before the decision. Reversal rates exclude rehearings, remands, dismissals, and other decisions that did not reach the merits. Data through Oct. 30, 2026.

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