The Pennsylvania State University The Graduate School College of the Liberal Arts SEXUAL SELECTION AND VOCALIZATION IN HUMANS AND NONHUMAN ANTHROPOID PRIMATES A Dissertation in Anthropology by Alexander Kirkland Hill © 2014 Alexander Kirkland Hill Submitted in Partial Fulfillment of the Requirements for the Degree of Doctor of Philosophy May 2014 ii The dissertation of Alexander Kirkland Hill was reviewed and approved* by the following: David A. Puts Associate Professor of Anthropology Dissertation Advisor Chair of Committee Nina G. Jablonski Distinguished Professor of Anthropology Mark D. Shriver Professor of Anthropology Daniel J. Weiss Associate Professor of Psychology and Linguistics Drew Rendall Professor of Psychology, University of Lethbridge, Canada Special Member George R. Milner Professor and Head of Anthropology *Signatures are on file in the Graduate School. iii ABSTRACT This dissertation consists of three studies focusing on sexual selection and vocalizations. The first study explores the influence of sexual selection on vocalizations in nonhuman anthropoids. Recordings of 1451 vocalizations from 40 species were measured for vocal fundamental frequency (F ), the acoustic correlate of pitch. Data on mating system, habitat, and 0 male and female body size were collected for these species. Controlling for body size sexual dimorphism, we found that males had relatively lower F compared to females in polygynous 0 species than in monogamous species, indicating that sexual selection favors lower F among 0 anthropoids. The second study focuses on men’s vocal, facial, and body masculinity in order to evaluate the relative influence of individual traits on mating success and the mechanisms, form, and direction of these sexual selective pressures. We ascertained men's dominance and attractiveness from male and female acquaintances. On a large American university campus, 63 men from two social fraternities provided anthropometric measurements, facial photographs, voice recordings, and reported mating success (number of sexual partners). These men assessed each other's dominance, and 72 women from two socially affiliated sororities assessed the men's attractiveness. We measured facial masculinity from inter-landmark distances and vocal masculinity from acoustic parameters. We additionally obtained facial and vocal attractiveness and dominance ratings from unfamiliar observers. Results indicate that dominance and the traits associated with it predict men's mating success, but attractiveness and the traits associated with it do not. The final study concerns relationships between the human voice and fluctuating asymmetry (FA), a putative biomarker for genetic quality. We explored these relationships in three samples representing both US university participants (Study 1: n=91 males; Study 2: n=151 males and 233 females) and Tanzanian hunter-gatherer participants (Study 3: n=51 males and 64 females). Voice recordings were collected and rated for attractiveness, and measures of FA were computed from two- and three-dimensional facial images, as well as finger lengths. Only among Study 2 females did we observe the previously-documented negative relationship between vocal attractiveness and FA as measured from two-dimensional facial imagery. No relationship was found between vocal attractiveness and three-dimensional FA. iv TABLE OF CONTENTS List of Tables .............................................................................................................................. vii List of Figures ............................................................................................................................ viii Preface.......................................................................................................................................... ix CHAPTER ONE: FOUNDATIONS OF THE RESEARCH ........................................................ 1 1.0 Introduction ................................................................................................................. 2 2.0 Acoustics ..................................................................................................................... 3 3.0 Sexual selection and vocal fundamental frequency across anthropoid primates ........ 4 4.0 Quantifying the strength and form of sexual selection on men’s traits ...................... 7 5.0 The silence of symmetry? Revisiting relationships between attractiveness and fluctuating asymmetry ................................................................................................ 8 6.0 Summary ................................................................................................................... 10 Bibliography ................................................................................................................... 11 CHAPTER TWO: SEXUAL SELECTION AND VOCAL FUNDAMENTAL FREQUENCY ACROSS ANTHROPOID PRIMATES ................................................ 18 1.0 Introduction ............................................................................................................... 19 2.0 Methods..................................................................................................................... 21 2.1 Data collection .............................................................................................. 21 2.2 Acoustic measurement ................................................................................. 26 2.3 Additional data .............................................................................................. 27 2.4 Statistical approach ....................................................................................... 27 3.0 Results ....................................................................................................................... 32 3.1 Habitat and sexual dimorphism in F ............................................................ 32 0 3.2 Mating system and sexual dimorphism in F ................................................ 32 0 3.3 Fundamental frequency and body size .......................................................... 32 4.0 Discussion ................................................................................................................. 36 5.0 Limitations ................................................................................................................ 38 6.0 Acknowledgements ................................................................................................... 39 7.0 Collaborators to receive co-authorship upon publication of this chapter ................. 39 Bibliography ................................................................................................................... 40 Appendix A: Researchers and institutions providing nonhuman primate vocalizations, and the species provided by each ................................................. 44 Appendix B: Sources for body weight data per species ................................................. 46 CHAPTER THREE: QUANTIFYING THE STRENGTH AND FORM OF SEXUAL SELECTION ON MEN’S TRAITS................................................................................ 55 1.0 Introduction ............................................................................................................... 56 2.0 Methods..................................................................................................................... 58 2.1 Participants .................................................................................................... 58 2.2 Participant procedures ................................................................................... 58 2.3 Independent male and female rater procedures ............................................ 59 2.4 Data treatment ............................................................................................... 60 2.5 Statistical analysis ......................................................................................... 61 3.0 Results ....................................................................................................................... 62 3.1 Female choice ............................................................................................... 62 v 3.2 Male contests ................................................................................................ 64 3.3 Female choice vs. contests ............................................................................ 66 3.4 Mating success .............................................................................................. 66 3.5 Additional analyses ....................................................................................... 68 3.5.1 Subjective ratings of faces and voices ........................................... 68 3.5.2 Sociosexuality ................................................................................ 69 4.0 Discussion ................................................................................................................. 69 5.0 Acknowledgements ................................................................................................... 73 6.0 Collaborators who received co-authorship upon publication of this chapter ........... 73 Bibliography ................................................................................................................... 74 Appendix A: Descriptive statistics for male participants ............................................... 80 Appendix B: The vector of standardized linear selection gradients (β) and the matrix of standardized quadratic and correlational selection gradients (γ) for the four male traits (with facial and vocal attractiveness replacing facial and vocal masculinity) operating through female choice, male contests and mating success ................................................................................ 81 Appendix C: The M matrix of eigenvectors from the canonical analysis of γ in Appendix B for female choice and mating success ............................................ 82 Appendix D: The vector of standardized linear selection gradients (β) and the matrix of standardized quadratic and correlational selection gradients (γ) for the four male traits (with facial and vocal dominance replacing facial and vocal masculinity) operating through female choice, male contests and mating success .............................................................................................. 83 Appendix E: The M matrix of eigenvectors from the canonical analysis of γ in Appendix D for male contests and mating success ............................................. 84 Appendix F: The vector of standardized linear selection gradients (β) and the matrix of standardized quadratic and correlational selection gradients (γ) for five male traits operating through mating success ........................................ 84 Appendix G: The M matrix of eigenvectors from the canonical analysis of γ in Appendix F for mating success ........................................................................... 85 Appendix H: The vector of standardized linear selection gradients (β) and the matrix of standardized quadratic and correlational selection gradients (γ) for the influence of men’s attractiveness, dominance and sociosexuality on mating success ............................................................................................... 85 Appendix I: The M matrix of eigenvectors from the canonical analysis of γ in Appendix H ......................................................................................................... 85 CHAPTER FOUR: THE SILENCE OF SYMMETRY? REVISITING RELATIONSHIPS BETWEEN ATTRACTIVENESS AND FLUCTUATING ASYMMETRY ................ 86 1.0 Introduction ............................................................................................................... 87 2.0 Study 1 ...................................................................................................................... 90 2.1 Participants .................................................................................................... 90 2.2 Three-dimensional facial data ....................................................................... 90 2.3 Two-dimensional facial and finger length data ............................................ 91 2.4 Voice recordings ........................................................................................... 92 3.0 Study 2 ...................................................................................................................... 93 3.1 Participants .................................................................................................... 93 vi 3.2 Procedures ..................................................................................................... 93 4.0 Study 3 ...................................................................................................................... 94 4.1 Participants .................................................................................................... 94 4.2 Procedures ..................................................................................................... 94 4.2.1 Anthropometry and fluctuating asymmetry ................................... 94 4.2.2 Voice .............................................................................................. 95 5.0 Results ....................................................................................................................... 95 5.1 Study 1 .......................................................................................................... 96 5.1.1 Vocal attractiveness and masculinity ............................................. 96 5.1.2 Facial attractiveness and masculinity............................................. 96 5.2 Study 2 .......................................................................................................... 97 5.2.1 Vocal attractiveness and masculinity ............................................. 97 5.2.2 Facial attractiveness and masculinity........................................... 100 5.3 Study 3 ........................................................................................................ 101 6.0 Discussion ............................................................................................................... 102 6.1 Fluctuating asymmetry................................................................................ 102 6.2 Masculinity ................................................................................................. 106 7.0 Limitations .............................................................................................................. 106 8.0 Conclusions and future directions ........................................................................... 107 9.0 Acknowledgements ................................................................................................. 107 10.0 Collaborators to receive co-authorship upon publication of this chapter ............. 107 Bibliography ................................................................................................................. 108 Appendix A: Zero-order Pearson correlations for measures of attractiveness, masculinity, and vocal parameters among Study 1 males ................................ 116 Appendix B: Zero-order Pearson correlations for measures of attractiveness and masculinity among Study 2 males.............................................................. 116 Appendix C: Zero-order Pearson correlations for measures of attractiveness and masculinity among Study 2 females .......................................................... 116 Appendix D: Zero-order Pearson correlations for measures of fluctuating asymmetry among Study 1 males ..................................................................... 117 Appendix E: Zero-order Pearson correlations for measures of fluctuating asymmetry among Study 2 males ..................................................................... 117 Appendix F: Zero-order Pearson correlations for measures of fluctuating asymmetry among Study 2 females .................................................................. 117 Appendix G: Zero-order Pearson correlations for measures of fluctuating asymmetry among Study 3 males ..................................................................... 117 Appendix H: Zero-order Pearson correlations for measures of fluctuating asymmetry among Study 3 females .................................................................. 118 Appendix I: Descriptive statistics of variables for Study 1 males ................................ 118 Appendix J: Descriptive statistics of variables for Study 2 males ................................ 118 Appendix K: Descriptive statistics of variables for Study 2 females ........................... 119 Appendix L: Descriptive statistics of variables for Study 3 males ............................... 119 Appendix M: Descriptive statistics of variables for Study 3 females ........................... 119 CHAPTER FIVE: FINAL REMARKS ON THE RESEARCH ............................................... 120 Bibliography ................................................................................................................. 128 vii LIST OF TABLES Table 1. Number of vocalizations by sex for each primate species ............................................ 23 Table 2. Mean F , F IQR, and body weight by sex, as well as habitat, social system, 0 0 and mating system for each species ................................................................................ 29 Table 3. The vector of standardized linear selection gradients (β) and the matrix of standardized quadratic and correlational selection gradients (γ) for the four male traits operating through female choice, male contests and mating success ........... 64 Table 4. The M matrix of eigenvectors from the canonical analysis of γ in Table 3 for female choice, male contests and mating success ..................................................... 65 Table 5. The vector of standardized linear selection gradients (β) and the matrix of standardized quadratic and correlational selection gradients (γ) for the influence of men’s attractiveness and dominance on mating success ............................ 68 Table 6. The M matrix of eigenvectors from the canonical analysis of γ in Table 5 .................. 68 Table 7. Zero-order Pearson correlations for measures of FA and attractiveness among Study 1 males ...................................................................................................... 96 Table 8. Zero-order Pearson correlations for measures of FA, masculinity, and vocal parameters among Study 1 males ................................................................................... 96 Table 9. Zero-order Pearson correlations for measures of FA and vocal attractiveness and FA and facial attractiveness among Study 2 females ............................................... 98 Table 10. Zero-order Pearson correlations for measures of FA and vocal and facial attractiveness among Study 2 males ............................................................................... 99 Table 11. Zero-order Pearson correlations for measures of FA and masculinity among Study 2 males ................................................................................................................ 101 Table 12. Zero-order Pearson correlations for measures of FA and masculinity among Study 2 females ............................................................................................................. 101 Table 13. Zero-order Pearson correlations for measures of FA, vocal attractiveness, and vocal parameters among Study 3 males ................................................................. 102 Table 14. Zero-order Pearson correlations for measures of FA, vocal attractiveness, and vocal parameters among Study 3 females .............................................................. 102 Table 15. Relationships between FA and vocal and facial attractiveness and masculinity/femininity across samples ....................................................................... 103 viii LIST OF FIGURES Figure 1. Possible relationships among fundamental frequency, dominance, attractiveness, mating success, and reproductive success ................................................. 6 Figure 2. Causal model used in the present work ....................................................................... 22 Figure 3. Edit window in the acoustics software program Praat ................................................ 28 Figure 4. Phylogenetic tree with sexual dimorphism in F in extant anthropoids, 0 and inferred sexual dimorphism in F in the last common ancestors of 0 these species .................................................................................................................... 33 Figure 5. Relationship between male F /female F and mating system adjusted for 0 0 sexual size dimorphism, but without controlling for phylogeny .................................... 34 Figure 6. Relationship between male F /female F and mating system when 0 0 controlling for sexual size dimorphism and phylogeny .................................................. 35 Figure 7. Linear (β) and quadratic (γ) relationships between men’s traits, success under female choice and male contests, and mating success .......................................... 63 Figure 8. Correlational selection on eigenvectors m and m under female 1 4 choice, male contests, and mating success................................................................... 67 Figure 9. Relationship between facial attractiveness and facial FA among Study 1 males ........ 97 Figure 10. Relationship between vocal attractiveness and facial FA among Study 2 females ... 98 Figure 11. Relationship between vocal attractiveness and total FA among Study 2 females .... 99 Figure 12. Relationship between facial attractiveness and total FA among Study 2 females .. 100 ix PREFACE I was the chief researcher involved in the studies reported in this dissertation and my contributions thus comprised a larger percentage of the work than did those of any of my collaborators. These contributions included (1) managing the execution of all three projects, (2) submitting Internal Review Board requests, (3) developing protocols for data collection, (4) collecting the data (with the exception of data used in the second and third studies described in Chapter Four, which were collected previously by my adviser and one of my collaborators), (5) training and scheduling Puts lab research assistants and overseeing their work, (6) troubleshooting problems, (7) facilitating and participating in statistical analyses, (8) writing and editing the manuscript contained herein, and (9) successfully defending the research on November 22nd, 2013 before the members of my dissertation committee. x To my parents and the members of the Puts Lab, 2008-2014
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