Examiner Heather Mangine, Ph.D

Grant ratio: 42.2% (59th percentile in Art Unit 3732 among examiners with at least 20 applications). Average office actions per grant: 2.28. Most common rejection type: §103.

Recently active Last office action in data: August 2026
Grant ratio 42.2%
Average office actions / grant 2.28
Compared with Art unit Very easy
Compared with Work group Very hard
Compared with Technology center Very hard
Compared with USPTO Very hard

Examiner record

Examiner ID
92535
Primary art unit
3732
Work group
3730
Technology center
3700
Applications
569
Granted applications
240
Examiner phone
(571) 270-0673
Supervisor
Clinton Ostrup
Supervisor phone
(571) 272-5559

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 47 37.0% 2.39
Group 289 50.3% 2.22
Tech Center 2,671 48.4% 2.01
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 2.09 1,190 office actions across 569 applications
Applications with office actions 98.4% 560 applications
Office actionsApplicationsShare of applications
No OA observed 9 1.6%
1 OA 243 42.7%
2 OAs 167 29.3%
3 OAs 52 9.1%
4 OAs 62 10.9%
5+ OAs 36 6.3%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2015: 10.0% 2015 2016: 46.9% 2016 2017: 47.8% 2017 2018: 36.5% 2018 2019: 37.3% 2019 2020: 47.3% 2020 2021: 57.4% 2021 2022: 48.1% 2022 2023: 56.1% 2023 2024: 56.3% 2024 2025: 31.4% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
201510110.0%
2016492346.9%
2017462247.8%
2018521936.5%
2019592237.3%
2020552647.3%
2021613557.4%
2022542648.1%
2023412356.1%
2024482756.3%
2025511631.4%
20264300.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 560 0.0% 7.3% 70.7% 21.6%
Action 2 317 0.0% 11.0% 77.3% 11.7%
Action 3 150 0.7% 6.0% 82.7% 9.3%
Action 4 98 1.0% 9.2% 83.7% 6.1%
Action 5 36 0.0% 2.8% 86.1% 11.1%
Action 6 17 0.0% 11.8% 82.4% 5.9%
Action 7 7 0.0% 14.3% 85.7% 0.0%
Action 8 4 0.0% 25.0% 75.0% 0.0%
Action 9 1 0.0% 0.0% 100.0% 0.0%

Section 101 rejections

Last 3 years 0.4% 1 of 266 office actions
All years 0.2% 2 of 1,190 office actions
Change +0.2 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%
0.0%
2019: PEG
0.0%
0.0%
1.0%
0.0%
1.1%
2024: AI examples
0.0%
2025: August memo
0.0%
0.0%

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

PTAB appeals

Matched decisions: 9. Merits outcomes: 5 affirmed, 2 affirmed in part, and 2 reversed.

Full reversal rate
22.2% 2/9 decisions
Full or partial reversal rate
44.4% 4/9 decisions
Median appeal duration
10.0 months
New grounds of rejection
0
Recent decisions
DecisionApplicationOutcomeIssues
Mar. 16, 2026 18/115,560 Affirmed §112
Sep. 25, 2025 17/523,727 Affirmed §103 · §112
Sep. 15, 2025 16/863,561 Affirmed §102 · §103 · §112
Jun. 25, 2025 17/276,051 Affirmed in part §103
May. 31, 2023 16/395,284 Affirmed §101 · §103 · §112
Mar. 23, 2022 15/604,707 Reversed §103
Feb. 19, 2021 16/884,482 Affirmed in part §103 · §112
Dec. 31, 2020 15/183,079 Affirmed §103 · §112
May. 24, 2018 14/730,406 Reversed §101 · §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 Aug. 27, 2026.

Job History

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