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Philosophy’s gender gap and argumentative arena: an empirical study

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Abstract

While the empirical evidence pointing to a gender gap in professional, academic philosophy in the English-speaking world is widely accepted, explanations of this gap are less so. In this paper, we aim to make a modest contribution to the literature on the gender gap in academic philosophy by taking a quantitative, corpus-based empirical approach. Since some philosophers have suggested that it may be the argumentative, “logic-chop**,” and “paradox-mongering” nature of academic philosophy that explains the underrepresentation of women in the discipline, our research questions are the following: Do men and women philosophers make different types of arguments in their published works? If so, which ones and with what frequency? Using data mining and text analysis methods, we study a large corpus of philosophical texts mined from the JSTOR database in order to answer these questions empirically. Using indicator words to classify arguments by type (namely, deductive, inductive, and abductive arguments), we search through our corpus to find patterns of argumentation. Overall, the results of our empirical study suggest that women philosophers make deductive, inductive, and abductive arguments in their published works just as much as male philosophers do, with no statistically significant differences in the proportions of those arguments relative to each philosopher’s body of work.

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Notes

  1. For data on the representation of women philosophers in philosophy journals, see Wilhelm et al. (2018) and Lewis (2009).

  2. For an overview of explanations of the gender gap in academic philosophy, see Thompson (2017). See also Thompson et al. (2016) and Easton (2021).

  3. For more on what can be done to improve the climate for women in academic philosophy, see Wuest (2013).

  4. Another prevalent method that is used in academic philosophy to deal with philosophical content is eliciting intuitions through thought experiments. Buckwalter and Stich (2014) present empirical evidence suggesting that men and women have different philosophical intuitions. Adleberg et al. (2015) tried to replicate the findings reported by Buckwalter and Stich (2014) but did not find any evidence that men and women have different intuitions about philosophical thought experiments. See also Antony (2012).

  5. Of course, arguments made in academic publications can be adversarial and aggressive as well. For example, in his review of Ted Honderich’s On Consciousness (2004), McGinn (2007, p. 474) writes, “This book runs the full gamut from the mediocre to the ludicrous to merely bad. It is painful to read, poorly thought out, and uninformed. It is also radically inconsistent. […] The second half tries to develop a new theory of consciousness, according to which the positive theses of the first half of the book are all wrong […], and the fact is only slyly acknowledged toward the end of the discussion–hence the radical inconsistency I mentioned.”.

  6. Ashton and Mizrahi (2018, p. 58) use a similar methodology to test the hypothesis that “philosophy is a priori and in the business of discovering necessary truths from the armchair.” See also Mizrahi and Dickinson (2021).

  7. Available at http://schwitzsplinters.blogspot.com/2019/08/the-295-most-cited-contemporary-authors.html. Schwitzgebel et al. (2018) have used a longer list (of 100 most-cited recent authors in the SEP) to study what they call the “insularity of Anglophone Philosophy” empirically.

  8. Many thanks to an anonymous reviewer for raising this point.

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Acknowledgements

We are very grateful to two anonymous reviewers of Synthese for their helpful comments on earlier drafts of this paper.

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Correspondence to Moti Mizrahi.

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Appendices

Appendix 1: Counts and ratios of argument types by philosopher in the 3-word dataset

Philosopher

Total

De count

De ratio

In count

In ratio

Ab count

Ab ratio

Lewis, David K.

295,584

12,753

0.04

30,621

0.10

0

0.00

Quine, W.V.O.

453,628

69,650

0.15

19,941

0.04

0

0.00

Putnam, Hilary

498,836

64,165

0.13

102,324

0.21

35,917

0.07

Rawls, John

193,515

11,957

0.06

75,723

0.39

0

0.00

Davidson, Donald

238,097

40,014

0.17

17,964

0.08

9406

0.04

Kripke, Saul

70,655

7124

0.10

29,528

0.42

0

0.00

Williams, Bernard

229,423

76,420

0.33

39,974

0.17

17,456

0.08

Nozick, Robert

84,856

2412

0.03

22,966

0.27

0

0.00

Williamson, Timothy

574,871

125,147

0.22

41,636

0.07

15,724

0.03

Jackson, Frank

456,979

51,701

0.11

55,961

0.12

24,098

0.05

Nagel, Thomas

172,782

13,858

0.08

38,077

0.22

14,180

0.08

Searle, John R.

247,454

11,335

0.05

30,105

0.12

17,863

0.07

Van Fraassen, Bas

492,842

89,874

0.18

56,295

0.11

13,415

0.03

Armstrong, David M.

274,647

46,657

0.17

48,040

0.17

9585

0.03

Dummett, Michael

295,445

100,750

0.34

62,752

0.21

18,666

0.06

Fodor, Jerry

317,155

66,482

0.21

83,310

0.26

10,257

0.03

Harman, Gilbert

348,876

30,815

0.09

59,148

0.17

65,333

0.19

Chisholm, Roderick

479,455

34,884

0.07

22,395

0.05

0

0.00

Dennett, Daniel C.

294,155

44,146

0.15

55,117

0.19

50,282

0.17

Chalmers, David J.

213,641

56,619

0.27

73,261

0.34

49,959

0.23

Strawson, P.F.

341,154

56,197

0.16

25,103

0.07

21,086

0.06

Stalnaker, Robert

389,202

13,408

0.03

18,872

0.05

20,989

0.05

Scanlon, T.M.

182,519

19,072

0.10

20,119

0.11

4239

0.02

Dworkin, Ronald

154,721

25,716

0.17

44,182

0.29

9085

0.06

Pettit, Philip

465,236

55,621

0.12

149,256

0.32

0

0.00

Fine, Kit

620,917

188,554

0.30

28,776

0.05

34,012

0.05

Sober, Elliott

528,653

44,523

0.08

67,028

0.13

20,782

0.04

Van Inwagen, Peter

455,873

97,816

0.21

94,439

0.21

28,458

0.06

Popper, Karl

270,095

44,931

0.17

32,727

0.12

0

0.00

Parfit, Derek

181,861

0

0.00

52,928

0.29

0

0.00

Kitcher, Philip

538,719

32,999

0.06

58,543

0.11

76,636

0.14

Bennett, Jonathan

415,384

66,990

0.16

72,266

0.17

11,818

0.03

Nussbaum, Martha

476,306

77,325

0.16

221,079

0.46

0

0.00

Anscombe, G.E.M.

129,188

17,503

0.14

0

0.00

0

0.00

Korsgaard, Christine

152,127

41,033

0.27

15,783

0.10

0

0.00

Anderson, Elizabeth

216,245

26,240

0.12

27,160

0.13

10,830

0.05

Thomson, Judith Jarvis

305,937

67,227

0.22

59,026

0.19

0

0.00

Cartwright, Nancy

256,543

4962

0.02

23,823

0.09

12,924

0.05

Annas, Julia

245,770

48,301

0.20

32,110

0.13

15,863

0.06

Young, Iris Marion

141,579

19,189

0.14

31,872

0.23

19,934

0.14

Millikan, Ruth G.

250,734

8535

0.03

72,808

0.29

48,753

0.19

Foot, Philippa

122,136

49,478

0.41

0

0.00

0

0.00

Stump, Eleonore

200,811

53,264

0.27

12,416

0.06

31,434

0.16

Okin, Susan Moller

160,664

33,343

0.21

85,629

0.53

0

0.00

Butler, Judith

22,587

0

0.00

0

0.00

0

0.00

O'Neill, Onora

134,399

0

0.00

5792

0.04

0

0.00

Zagzebski, Linda

104,398

10,505

0.10

9167

0.09

0

0.00

Baker, Lynne Rudder

282,194

15,560

0.06

8693

0.03

19,832

0.07

Haslanger, Sally

130,402

8687

0.07

0

0.00

35,968

0.28

Thomasson, Amie

149,391

24,251

0.16

24,900

0.17

17,506

0.12

Hurley, Susan

178,397

0

0.00

44,627

0.25

0

0.00

Longino, Helen

88,088

8158

0.09

7383

0.08

0

0.00

MacKinnon, Catharine

17,309

0

0.00

0

0.00

0

0.00

Marcus, Ruth Barcan

86,796

18,713

0.22

0

0.00

0

0.00

Benhabib, Seyla

70,781

0

0.00

13,467

0.19

0

0.00

Paul, L. A.

122,513

33,520

0.27

19,781

0.16

40,369

0.33

Alcoff, Linda Martín

111,627

9012

0.08

48,302

0.43

8644

0.08

Gendler, Tamar

136,347

27,803

0.20

28,746

0.21

0

0.00

Wolf, Susan

108,413

0

0.00

25,412

0.23

0

0.00

Adams, Marilyn McCord

151,166

34,265

0.23

3414

0.02

26,616

0.18

Baier, Annette

284,507

31,533

0.11

17,582

0.06

0

0.00

Kamm, Frances

309,838

70,047

0.23

67,616

0.22

62,087

0.20

Langton, Rae

121,281

41,305

0.34

0

0.00

0

0.00

Lloyd, Elisabeth

127,173

0

0.00

16,064

0.13

43,096

0.34

Appendix 2: Counts and ratios of argument types by philosopher in the 6-word dataset

Philosopher

Total

De count

De ratio

In count

In ratio

Ab count

Ab ratio

Lewis, David K.

295,584

49,653

0.17

51,843

0.18

0

0.00

Quine, W.V.O.

453,628

73,017

0.16

20,889

0.05

0

0.00

Putnam, Hilary

498,836

108,501

0.22

103,907

0.21

40,425

0.08

Rawls, John

193,515

19,669

0.10

82,248

0.43

0

0.00

Davidson, Donald

238,097

44,791

0.19

25,158

0.11

4703

0.02

Kripke, Saul

70,655

23,340

0.33

29,528

0.42

0

0.00

Williams, Bernard

229,423

80,110

0.35

56,209

0.25

8728

0.04

Nozick, Robert

84,856

2412

0.03

40,319

0.48

0

0.00

Williamson, Timothy

574,871

149,035

0.26

94,934

0.17

7862

0.01

Jackson, Frank

456,979

59,185

0.13

91,772

0.20

36,922

0.08

Nagel, Thomas

172,782

20,542

0.12

38,077

0.22

29,911

0.17

Searle, John R.

247,454

28,366

0.11

30,105

0.12

18,833

0.08

Van Fraassen, Bas

492,842

122,121

0.25

85,962

0.17

21,250

0.04

Armstrong, David M.

274,647

65,720

0.24

75,368

0.27

9585

0.03

Dummett, Michael

295,445

138,360

0.47

63,435

0.21

9333

0.03

Fodor, Jerry

317,155

89,400

0.28

113,261

0.36

25,259

0.08

Harman, Gilbert

348,876

45,988

0.13

90,687

0.26

70,541

0.20

Chisholm, Roderick

479,455

75,549

0.16

32,878

0.07

3374

0.01

Dennett, Daniel C.

294,155

57,321

0.19

55,117

0.19

25,141

0.09

Chalmers, David J.

213,641

120,095

0.56

78,430

0.37

38,191

0.18

Strawson, P.F.

341,154

76,163

0.22

63,110

0.18

12,747

0.04

Stalnaker, Robert

389,202

40,873

0.11

31,750

0.08

20,989

0.05

Scanlon, T.M.

182,519

38,246

0.21

61,457

0.34

4239

0.02

Dworkin, Ronald

154,721

67,138

0.43

77,536

0.50

9085

0.06

Pettit, Philip

465,236

106,800

0.23

255,681

0.55

8369

0.02

Fine, Kit

620,917

206,725

0.33

28,776

0.05

47,326

0.08

Sober, Elliott

528,653

73,799

0.14

149,226

0.28

23,369

0.04

Van Inwagen, Peter

455,873

110,539

0.24

148,423

0.33

18,321

0.04

Popper, Karl

270,095

45,727

0.17

35,869

0.13

0

0.00

Parfit, Derek

181,861

0

0.00

78,830

0.43

0

0.00

Kitcher, Philip

538,719

43,625

0.08

135,487

0.25

59,603

0.11

Bennett, Jonathan

415,384

94,822

0.23

107,436

0.26

11,818

0.03

Nussbaum, Martha

476,306

100,209

0.21

313,152

0.66

0

0.00

Anscombe, G.E.M.

129,188

22,151

0.17

14,230

0.11

0

0.00

Korsgaard, Christine

152,127

70,678

0.46

15,783

0.10

10,592

0.07

Anderson, Elizabeth

216,245

26,240

0.12

39,723

0.18

10,830

0.05

Thomson, Judith Jarvis

305,937

67,227

0.22

59,026

0.19

0

0.00

Cartwright, Nancy

256,543

4962

0.02

72,406

0.28

9833

0.04

Annas, Julia

245,770

48,301

0.20

52,757

0.21

15,863

0.06

Young, Iris Marion

141,579

19,189

0.14

84,572

0.60

9967

0.07

Millikan, Ruth G.

250,734

32,194

0.13

102,105

0.41

27,867

0.11

Foot, Philippa

122,136

67,347

0.55

13,076

0.11

15,497

0.13

Stump, Eleonore

200,811

65,976

0.33

24,342

0.12

15,717

0.08

Okin, Susan Moller

160,664

54,285

0.34

114,006

0.71

0

0.00

Butler, Judith

22,587

935

0.04

0

0.00

0

0.00

O'Neill, Onora

134,399

9833

0.07

5792

0.04

0

0.00

Zagzebski, Linda

104,398

19,672

0.19

29,645

0.28

0

0.00

Baker, Lynne Rudder

282,194

27,321

0.10

8693

0.03

17,024

0.06

Haslanger, Sally

130,402

8687

0.07

29,676

0.23

17,984

0.14

Thomasson, Amie

149,391

41,398

0.28

30,645

0.21

24,649

0.16

Hurley, Susan

178,397

10,894

0.06

44,627

0.25

0

0.00

Longino, Helen

88,088

8158

0.09

21,754

0.25

0

0.00

MacKinnon, Catharine

17,309

0

0.00

0

0.00

0

0.00

Marcus, Ruth Barcan

86,796

22,986

0.26

0

0.00

0

0.00

Benhabib, Seyla

70,781

0

0.00

13,467

0.19

0

0.00

Paul, L. A.

122,513

49,306

0.40

37,201

0.30

30,075

0.25

Alcoff, Linda Martín

111,627

21,342

0.19

57,137

0.51

17,656

0.16

Gendler, Tamar

136,347

27,803

0.20

43,495

0.32

16,662

0.12

Wolf, Susan

108,413

9971

0.09

32,796

0.30

0

0.00

Adams, Marilyn McCord

151,166

47,573

0.31

25,156

0.17

13,308

0.09

Baier, Annette

284,507

64,105

0.23

37,183

0.13

0

0.00

Kamm, Frances

309,838

106,088

0.34

81,853

0.26

42,206

0.14

Langton, Rae

121,281

66,142

0.55

67,192

0.55

0

0.00

Lloyd, Elisabeth

127,173

5528

0.04

20,066

0.16

32,173

0.25

Appendix 3: Counts and ratios of argument types by philosopher in the 10-word dataset

Philosopher

Total

De count

De ratio

In count

In ratio

Ab count

Ab ratio

Lewis, David K.

295,584

70,514

0.24

82,092

0.28

0

0.00

Quine, W.V.O.

453,628

88,163

0.19

30,645

0.07

18,129

0.04

Putnam, Hilary

498,836

191,218

0.38

109,692

0.22

40,425

0.08

Rawls, John

193,515

19,669

0.10

83,445

0.43

0

0.00

Davidson, Donald

238,097

58,745

0.25

31,495

0.13

16,259

0.07

Kripke, Saul

70,655

23,340

0.33

29,528

0.42

0

0.00

Williams, Bernard

229,423

87,463

0.38

64,937

0.28

8728

0.04

Nozick, Robert

84,856

19,765

0.23

46,356

0.55

0

0.00

Williamson, Timothy

574,871

192,474

0.33

131,396

0.23

25,389

0.04

Jackson, Frank

456,979

87,131

0.19

113,762

0.25

47,338

0.10

Nagel, Thomas

172,782

20,542

0.12

61,894

0.36

36,462

0.21

Searle, John R.

247,454

50,112

0.20

30,105

0.12

51,120

0.21

Van Fraassen, Bas

492,842

157,021

0.32

111,184

0.23

26,494

0.05

Armstrong, David M.

274,647

81,877

0.30

112,514

0.41

19,029

0.07

Dummett, Michael

295,445

138,360

0.47

81,554

0.28

9333

0.03

Fodor, Jerry

317,155

96,104

0.30

157,550

0.50

25,259

0.08

Harman, Gilbert

348,876

62,651

0.18

93,219

0.27

97,364

0.28

Chisholm, Roderick

479,455

111,919

0.23

43,327

0.09

3374

0.01

Dennett, Daniel C.

294,155

57,321

0.19

73,517

0.25

41,754

0.14

Chalmers, David J.

213,641

120,095

0.56

134,581

0.63

38,191

0.18

Strawson, P.F.

341,154

149,409

0.44

79,438

0.23

12,747

0.04

Stalnaker, Robert

389,202

57,894

0.15

55,484

0.14

31,039

0.08

Scanlon, T.M.

182,519

38,246

0.21

61,457

0.34

4239

0.02

Dworkin, Ronald

154,721

67,138

0.43

86,621

0.56

32,041

0.21

Pettit, Philip

465,236

120,110

0.26

291,073

0.63

8369

0.02

Fine, Kit

620,917

249,149

0.40

71,419

0.12

102,826

0.17

Sober, Elliott

528,653

87,150

0.16

185,830

0.35

22,873

0.04

Van Inwagen, Peter

455,873

158,233

0.35

163,683

0.36

28,842

0.06

Popper, Karl

270,095

71,080

0.26

43,139

0.16

0

0.00

Parfit, Derek

181,861

11,839

0.07

82,200

0.45

25,564

0.14

Kitcher, Philip

538,719

65,778

0.12

203,166

0.38

72,015

0.13

Bennett, Jonathan

415,384

141,367

0.34

151,836

0.37

11,818

0.03

Nussbaum, Martha

476,306

122,201

0.26

322,362

0.68

7043

0.01

Anscombe, G.E.M.

129,188

37,217

0.29

31,063

0.24

0

0.00

Korsgaard, Christine

152,127

93,817

0.62

15,783

0.10

10,592

0.07

Anderson, Elizabeth

216,245

26,240

0.12

73,384

0.34

10,830

0.05

Thomson, Judith Jarvis

305,937

86,152

0.28

90,458

0.30

0

0.00

Cartwright, Nancy

256,543

4962

0.02

93,467

0.36

16,480

0.06

Annas, Julia

245,770

67,489

0.27

79,609

0.32

15,863

0.06

Young, Iris Marion

141,579

31,211

0.22

108,343

0.77

9967

0.07

Millikan, Ruth G.

250,734

60,788

0.24

136,294

0.54

52,496

0.21

Foot, Philippa

122,136

72,504

0.59

21,965

0.18

15,497

0.13

Stump, Eleonore

200,811

84,173

0.42

49,873

0.25

15,717

0.08

Okin, Susan Moller

160,664

63,453

0.39

155,154

0.97

0

0.00

Butler, Judith

22,587

935

0.04

0

0.00

0

0.00

O'Neill, Onora

134,399

11,132

0.08

14,611

0.11

9965

0.07

Zagzebski, Linda

104,398

30,981

0.30

47,261

0.45

0

0.00

Baker, Lynne Rudder

282,194

27,321

0.10

8693

0.03

17,024

0.06

Haslanger, Sally

130,402

30,273

0.23

41,222

0.32

26,093

0.20

Thomasson, Amie

149,391

52,082

0.35

41,329

0.28

24,649

0.16

Hurley, Susan

178,397

10,894

0.06

81,461

0.46

0

0.00

Longino, Helen

88,088

14,358

0.16

27,930

0.32

3810

0.04

MacKinnon, Catharine

17,309

0

0.00

17,309

1.00

0

0.00

Marcus, Ruth Barcan

86,796

22,986

0.26

5781

0.07

0

0.00

Benhabib, Seyla

70,781

13,467

0.19

13,467

0.19

0

0.00

Paul, L. A.

122,513

49,306

0.40

37,201

0.30

40,551

0.33

Alcoff, Linda Martín

111,627

21,342

0.19

80,137

0.72

17,656

0.16

Gendler, Tamar

136,347

27,803

0.20

43,495

0.32

36,479

0.27

Wolf, Susan

108,413

9971

0.09

32,796

0.30

0

0.00

Adams, Marilyn McCord

151,166

50,971

0.34

25,156

0.17

40,368

0.27

Baier, Annette

284,507

76,712

0.27

37,183

0.13

0

0.00

Kamm, Frances

309,838

120,111

0.39

94,924

0.31

48,836

0.16

Langton, Rae

121,281

72,420

0.60

50,376

0.42

0

0.00

Lloyd, Elisabeth

127,173

23,647

0.19

47,253

0.37

32,173

0.25

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Mizrahi, M., Dickinson, M.A. Philosophy’s gender gap and argumentative arena: an empirical study. Synthese 200, 110 (2022). https://doi.org/10.1007/s11229-022-03587-0

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