Examiner Stella Higgs

Grant ratio: 34.8% (24th percentile in Art Unit 2179 among examiners with at least 20 applications). Average office actions per grant: 3.06. Most common rejection type: §103.

Recently active Last office action in data: August 2026
Grant ratio 34.8%
Average office actions / grant 3.06
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
87722
Primary art unit
2179
Work group
2170
Technology center
2100
Applications
411
Granted applications
143
Examiner phone
(571) 270-5891
Supervisor
Renee Chavez
Supervisor phone
(571) 270-1104

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 25 48.0% 3.02
Group 190 48.6% 2.73
Tech Center 1,781 52.8% 2.19
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 3.29 1,354 office actions across 412 applications
Applications with office actions 100.0% 412 applications
Office actionsApplicationsShare of applications
No OA observed 0 0.0%
1 OA 86 20.9%
2 OAs 111 26.9%
3 OAs 65 15.8%
4 OAs 62 15.0%
5+ OAs 88 21.4%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2011: 41.7% 2011 2012: 47.6% 2012 2013: 52.2% 2013 2014: 15.4% 2014 2015: 37.9% 2015 2016: 18.8% 2016 2017: 25.0% 2017 2018: 46.9% 2018 2019: 46.4% 2019 2020: 54.5% 2020 2021: 54.2% 2021 2022: 61.5% 2022 2023: 54.5% 2023 2024: 30.0% 2024 2025: 3.8% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
201112541.7%
2012211047.6%
2013231252.2%
201426415.4%
2015291137.9%
201632618.8%
201728725.0%
2018321546.9%
2019281346.4%
2020221254.5%
2021241354.2%
2022261661.5%
2023221254.5%
202420630.0%
20252613.8%
20264000.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 412 0.7% 5.8% 61.4% 0.0%
Action 2 326 1.5% 2.1% 62.3% 0.0%
Action 3 215 0.0% 1.9% 63.7% 0.0%
Action 4 150 0.0% 0.7% 62.7% 0.0%
Action 5 88 0.0% 1.1% 64.8% 1.1%
Action 6 61 1.6% 0.0% 57.4% 0.0%
Action 7 38 2.6% 0.0% 50.0% 0.0%
Action 8 28 3.6% 0.0% 57.1% 0.0%
Action 9 14 0.0% 0.0% 71.4% 0.0%
Action 10 10 10.0% 0.0% 50.0% 0.0%

Section 101 rejections

Last 3 years 4.9% 10 of 206 office actions
All years 0.9% 12 of 1,354 office actions
Change +4.0 pts Percentage points

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

By year

2.0%
0.0%
0.0%
2014: Alice
0.0%
0.0%
0.0%
0.0%
0.0%
2019: PEG
0.0%
0.0%
1.1%
0.0%
0.0%
2024: AI examples
10.2%
2025: August memo
1.2%
5.7%

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

PTAB appeals

Matched decisions: 10. Merits outcomes: 8 affirmed, 0 affirmed in part, and 2 reversed.

Full reversal rate
20.0% 2/10 decisions
Full or partial reversal rate
20.0% 2/10 decisions
Median appeal duration
13.0 months
New grounds of rejection
0
Recent decisions
DecisionApplicationOutcomeIssues
May. 4, 2026 17/645,918 Affirmed §101 · §103
Mar. 24, 2026 17/227,222 Affirmed §101 · §103
Sep. 28, 2020 12/508,994 Reversed §103
Jul. 28, 2020 13/427,299 Affirmed §101 · §103
Jan. 11, 2019 13/230,561 Reversed §103
Apr. 14, 2017 12/813,211 Affirmed §103
Nov. 23, 2016 12/840,920 Affirmed §103
May. 2, 2016 13/099,066 Affirmed §103
Dec. 28, 2015 12/867,709 Affirmed §102 · §103
May. 1, 2015 12/365,829 Affirmed 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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