Examiner Delia M Ramirez, Ph.D

Grant ratio: 58.8% (50th percentile in Art Unit 1652 among examiners with at least 20 applications). Average office actions per grant: 1.88. Most common rejection type: §103.

Recently active Last office action in data: October 2026
Grant ratio 58.8%
Average office actions / grant 1.88
Compared with Art unit About average
Compared with Work group Very easy
Compared with Technology center Very easy
Compared with USPTO Very easy

Examiner record

Examiner ID
78701
Primary art unit
1652
Work group
1650
Technology center
1600
Applications
905
Granted applications
532
Examiner phone
(571) 272-0938

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 24 43.9% 1.73
Group 209 40.0% 2.00
Tech Center 1,380 37.5% 2.02
USPTO 16,572 52.1% 1.98

Office actions per application

Average office actions per application 2.06 1,863 office actions across 905 applications
Applications with office actions 99.3% 899 applications
Office actionsApplicationsShare of applications
No OA observed 6 0.7%
1 OA 411 45.4%
2 OAs 278 30.7%
3 OAs 94 10.4%
4 OAs 55 6.1%
5+ OAs 61 6.7%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2008: 42.5% 2008 2009: 48.4% 2009 2010: 65.9% 2010 2011: 71.2% 2011 2012: 60.3% 2012 2013: 65.2% 2013 2014: 50.0% 2014 2015: 70.5% 2015 2016: 72.1% 2016 2017: 74.4% 2017 2018: 70.9% 2018 2019: 68.0% 2019 2020: 71.4% 2020 2021: 69.8% 2021 2022: 73.8% 2022 2023: 65.9% 2023 2024: 53.5% 2024 2025: 35.4% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
2008401742.5%
2009311548.4%
2010442965.9%
2011523771.2%
2012633860.3%
2013463065.2%
2014482450.0%
2015443170.5%
2016614472.1%
2017392974.4%
2018553970.9%
2019503468.0%
2020423071.4%
2021533769.8%
2022423173.8%
2023412765.9%
2024432353.5%
2025481735.4%
20266300.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 899 0.9% 14.3% 20.8% 35.2%
Action 2 488 1.0% 20.1% 41.2% 24.6%
Action 3 210 0.5% 8.6% 54.8% 24.8%
Action 4 116 0.0% 11.2% 54.3% 25.9%
Action 5 61 0.0% 11.5% 62.3% 24.6%
Action 6 35 0.0% 11.4% 60.0% 22.9%
Action 7 19 0.0% 5.3% 52.6% 21.1%
Action 8 11 0.0% 18.2% 54.5% 27.3%
Action 9 8 0.0% 12.5% 50.0% 37.5%
Action 10 7 0.0% 0.0% 42.9% 42.9%

Section 101 rejections

Last 3 years 0.6% 2 of 343 office actions
All years 0.8% 14 of 1,863 office actions
Change -0.2 pts Percentage points

Last 3 years: 2023-10-02–2026-10-02. All years includes every dated office action in the data.

By year

2.3%
1.2%
2.0%
0.9%
0.0%
1.8%
2014: Alice
0.0%
0.0%
1.1%
1.3%
0.0%
2019: PEG
0.0%
1.0%
1.0%
0.0%
0.8%
2024: AI examples
0.0%
2025: August memo
0.0%
1.2%

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

PTAB appeals

Matched decisions: 11. Merits outcomes: 7 affirmed, 2 affirmed in part, and 2 reversed.

Full reversal rate
18.2% 2/11 decisions
Full or partial reversal rate
36.4% 4/11 decisions
Median appeal duration
16.5 months
New grounds of rejection
0
Recent decisions
DecisionApplicationOutcomeIssues
Mar. 27, 2026 15/461,188 Reversed N/A
Nov. 1, 2019 14/885,561 Affirmed §103
Sep. 21, 2018 12/333,280 Reversed §103
Aug. 22, 2018 13/516,034 Affirmed §103 · §120
Nov. 21, 2016 12/368,060 Affirmed in part §103 · §112
Aug. 16, 2016 13/051,317 Affirmed §112 · §120
Feb. 23, 2016 11/427,482 Affirmed §103
Oct. 28, 2015 11/696,489 Affirmed N/A
Apr. 20, 2012 11/489,665 Affirmed §103
Jan. 19, 2012 11/684,898 Affirmed N/A
Nov. 22, 2010 10/720,177 Affirmed in part §103 · §112

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. 9, 2026.

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