Examiner Elizabeth A. Robinson

Grant ratio: 22.1% (26th percentile in Art Unit 1787 among examiners with at least 20 applications). Average office actions per grant: 3.87. Most common rejection type: §103.

Appears inactive Last office action in data: May 2025
Grant ratio 22.1%
Average office actions / grant 3.87
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
83081
Primary art unit
1787
Work group
1780
Technology center
1700
Applications
408
Granted applications
90

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 24 31.6% 3.26
Group 208 37.3% 2.71
Tech Center 1,792 44.3% 2.14
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 3.34 1,434 office actions across 429 applications
Applications with office actions 100.0% 429 applications
Office actionsApplicationsShare of applications
No OA observed 0 0.0%
1 OA 73 17.0%
2 OAs 133 31.0%
3 OAs 61 14.2%
4 OAs 62 14.5%
5+ OAs 100 23.3%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2008: 16.1% 2008 2009: 19.2% 2009 2010: 31.4% 2010 2011: 26.5% 2011 2012: 19.5% 2012 2013: 27.3% 2013 2014: 27.3% 2014 2015: 19.2% 2015 2016: 11.1% 2016 2017: 26.9% 2017 2018: 15.4% 2018 2019: 17.2% 2019 2020: 21.4% 2020 2021: 40.0% 2021 2024: 100.0% 2024 2025: 0.0% 2025

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
200831516.1%
200926519.2%
2010351131.4%
201134926.5%
201241819.5%
2013441227.3%
201433927.3%
201526519.2%
201636411.1%
201726726.9%
201826415.4%
201929517.2%
202014321.4%
20215240.0%
202411100.0%
2025100.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 429 0.9% 12.4% 70.6% 4.2%
Action 2 356 0.6% 9.3% 77.2% 12.6%
Action 3 223 0.4% 4.9% 80.7% 13.0%
Action 4 162 0.0% 3.1% 82.1% 14.2%
Action 5 100 0.0% 3.0% 85.0% 12.0%
Action 6 66 0.0% 1.5% 78.8% 16.7%
Action 7 39 0.0% 0.0% 82.1% 17.9%
Action 8 23 0.0% 0.0% 87.0% 13.0%
Action 9 15 0.0% 0.0% 80.0% 20.0%
Action 10 7 0.0% 0.0% 100.0% 0.0%

Section 101 rejections

Last 3 years 0.0% 0 of 4 office actions
All years 0.5% 7 of 1,434 office actions
Change -0.5 pts Percentage points

Last 3 years: 2023-08-28–2026-08-28. All years includes every dated office action in the data.

By year

0.0%
0.0%
0.0%
1.8%
1.4%
2.1%
0.0%
2014: Alice
0.0%
0.0%
0.0%
0.0%
0.0%
2019: PEG
0.0%
0.0%
0.0%
2024: AI examples
0.0%
2025: August memo
0.0%

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

PTAB appeals

Matched decisions: 30. Merits outcomes: 23 affirmed, 5 affirmed in part, and 2 reversed.

Full reversal rate
6.7% 2/30 decisions
Full or partial reversal rate
23.3% 7/30 decisions
Median appeal duration
14.8 months
New grounds of rejection
0
Recent decisions
DecisionApplicationOutcomeIssues
Sep. 29, 2022 15/730,053 Affirmed in part §103 · §112
Sep. 29, 2021 12/523,276 Affirmed in part §103 · §112
Jun. 28, 2021 15/384,633 Affirmed §103
Jan. 21, 2021 14/235,863 Affirmed §103
Jan. 7, 2021 13/376,127 Affirmed in part §103 · §112
Dec. 2, 2020 14/542,108 Affirmed §103 · §112
Dec. 6, 2019 13/589,235 Affirmed §103 · §112
Nov. 12, 2019 13/878,714 Affirmed §103
Feb. 27, 2019 12/717,461 Affirmed §103
Oct. 31, 2018 13/826,795 Affirmed §112
Oct. 29, 2018 14/082,806 Affirmed §103
Jun. 14, 2018 13/876,952 Reversed N/A

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 Aug. 27, 2026.

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