<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article  PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="3.0" xml:lang="en" article-type="research article"><front><journal-meta><journal-id journal-id-type="publisher-id">JSS</journal-id><journal-title-group><journal-title>Open Journal of Social Sciences</journal-title></journal-title-group><issn pub-type="epub">2327-5952</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/jss.2022.109028</article-id><article-id pub-id-type="publisher-id">JSS-119525</article-id><article-categories><subj-group subj-group-type="heading"><subject>Articles</subject></subj-group><subj-group subj-group-type="Discipline-v2"><subject>Business&amp;Economics</subject><subject> Social Sciences&amp;Humanities</subject></subj-group></article-categories><title-group><article-title>
 
 
  Are Hurricanes with Female Names More Severe or Costly than Male-Named Hurricanes?
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Paul</surname><given-names>M. Sommers</given-names></name><xref ref-type="aff" rid="aff1"><sub>1</sub></xref><xref ref-type="corresp" rid="cor1"><sup>*</sup></xref></contrib></contrib-group><aff id="aff1"><label>1</label><addr-line>Department of Economics, Middlebury College, Middlebury, VT, USA</addr-line></aff><pub-date pub-type="epub"><day>03</day><month>08</month><year>2022</year></pub-date><volume>10</volume><issue>09</issue><fpage>462</fpage><lpage>472</lpage><history><date date-type="received"><day>29,</day>	<month>July</month>	<year>2022</year></date><date date-type="rev-recd"><day>27,</day>	<month>August</month>	<year>2022</year>	</date><date date-type="accepted"><day>30,</day>	<month>August</month>	<year>2022</year></date></history><permissions><copyright-statement>&#169; Copyright  2014 by authors and Scientific Research Publishing Inc. </copyright-statement><copyright-year>2014</copyright-year><license><license-p>This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/</license-p></license></permissions><abstract><p>
 
 
  In 2014, researchers concluded that hurricanes with female names were deadlier than male-named hurricanes. The analysis used data on hurricanes over six decades that included a period of time when 
  only female names were used. In this paper, the author examines all hurricanes (with alternating female and male names) along the Atlantic Coast and the Gulf of Mexico from 1979 to 2021. The analysis shows that hurricanes with female names are no more severe (in terms of maximum wind speed or barometric pressure) than male-
  named hurricanes. Moreover, hurricanes with female names have not resulted in damage with higher average estimated costs than their male counterparts.
 
</p></abstract><kwd-group><kwd>Tropical Cyclones</kwd><kwd> Hurricane Severity</kwd><kwd> Atlantic and Gulf of Mexico Storms</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>In 1953, the United States began using only female names for tropical storms. This practice ended in 1978 for tropical storms in the Eastern North Pacific and ended one year later for tropical storms in the Atlantic and Gulf of Mexico. Since 1979, the naming of all U.S. tropical storms has alternated between male and female names (National Hurricane Center, 2022a).</p><p>In 2014, Jung, Shavitt, Viswanathan, &amp; Hilbe (2014) argued that hurricanes with female names were deadlier than male hurricanes. Later that same year, Malter (2014) using the same data, methodology, and variables reached the conclusion that female- and male-named hurricanes were equally deadly. One problem with the Jung et al. study was that the authors examined the death rates from U.S. hurricanes between 1950 and 2012 to show that feminine-named hurricanes cause significantly more deaths than male-named hurricanes. But, as previously mentioned, before 1978 only female names were used. Neither Jung et al. nor Malter used actual measures of hurricane severity.</p><p>In this paper, comparisons are made between hurricanes from 1979 to 2021 with female and male names based on 1) average maximum wind speed, that is, the estimated maximum sustained (1-minute) surface winds to occur along the U.S. coast, measured to the nearest 5 knots (where 1 knot, abbreviated kt, equals 1.15 miles per hour); 2) average central pressure of the hurricane at landfall, measured in millibars (mb); and 3) average cost (expressed in inflation-adjusted 2022 dollars) based on estimates from National Oceanic and Atmospheric Administration’s National Centers for Environmental Information that includes crop damage, individual payouts, and disaster money from the federal government to the affected states.</p></sec><sec id="s2"><title>2. The Data</title><p>The analysis in this paper is based on 73 named hurricanes (excluding tropical storms) that made landfall along either the U.S. Atlantic Coast or the Gulf of Mexico between 1979 and 2021. All hurricanes produce sustained winds of greater than 74 mph (119 km/h). These data are shown in <xref ref-type="table" rid="table1">Table 1</xref> and were revised in April 2022 to include the 2021 season (National Hurricane Center, 2022b). <xref ref-type="table" rid="table1">Table 1</xref> includes the names; gender of the names; month and year the hurricane made landfall; the highest Saffir-Simpson U.S. category, a scale that ranges from 1 (weakest) to 5 (strongest) based on estimated maximum sustained (1-minute) surface winds produced at the coast; estimated maximum wind speed (in knots); and estimated central pressure of the hurricane at landfall (in millibars). <xref ref-type="table" rid="table1">Table 1</xref> includes two hurricanes from the very active 2020 Atlantic hurricane season that were named Delta and Zeta, after gender-based names were exhausted. This practice of using Greek letters to name tropical cyclones was discontinued by the World Meteorological Organization after 2020. Moreover, neither Delta nor Zeta are included here in the comparisons of the remaining 71 hurricanes with feminine or masculine names.</p><p>Not all 71 hurricanes with feminine or masculine names (between 1979 and 2021) caused at least $3.2 billion (expressed in 2022 dollars) in damage. The 34 hurricanes that did, however, are listed in <xref ref-type="table" rid="table2">Table 2</xref>. These data are from National Center for Environmental Information (2022). For all U.S. hurricanes, Hurricane Katrina (2005, $186.3 billion) is the costliest storm on record. Hurricane Harvey (2017, $148.8 billion) ranks second. Hurricane Maria (2017, $107.1 billion) ranks third, but is not listed among “continental United States” hurricanes in National Center for Environmental Information (2022). Hurricane Maria (a category 5 hurricane) devastated the Caribbean islands of Dominica, Saint Croix, and Puerto Rico.</p></sec><sec id="s3"><title>3. Methodology</title><p>Two-sample t-tests are used to compare hurricanes with female names against</p><table-wrap id="table1" ><label><xref ref-type="table" rid="table1">Table 1</xref></label><caption><title> Hurricanes with female and male names, 1979-2021</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Name</th><th align="center" valign="middle" >Female name?</th><th align="center" valign="middle" >Year</th><th align="center" valign="middle" >Month</th><th align="center" valign="middle"  colspan="3"  >Highest Saffir-Simpson U.S. category</th><th align="center" valign="middle" >Maximum wind (kt)</th><th align="center" valign="middle"  colspan="2"  >Central pressure (mb)</th></tr></thead><tr><td align="center" valign="middle" >Bob David Frederic Allen Alicia Diana Bob Danny Elena Gloria Juan Kate Bonnie Charley Floyd Florence Chantal Hugo Jerry Bob Andrew Emily Erin Opal Bertha Fran Danny Bonnie Earl Georges Bret Floyd Irene Lili Claudette Isabel</td><td align="center" valign="middle" >No No No No Yes Yes No No Yes Yes No Yes Yes No No Yes Yes No No No No Yes Yes Yes Yes Yes No Yes No No No No Yes Yes Yes Yes</td><td align="center" valign="middle" >1979 1979 1979 1980 1983 1984 1985 1985 1985 1985 1985 1985 1986 1986 1987 1988 1989 1989 1989 1991 1992 1993 1995 1995 1996 1996 1997 1998 1998 1998 1999 1999 1999 2002 2003 2003</td><td align="center" valign="middle" >July September September August August September July August September September October November June August October September August September October August August August August October July September July August September September August September October October July September</td><td align="center" valign="middle"  colspan="3"  >1 2 3 3 3 2 1 1 3 3 1 2 1 1 1 1 1 4 1 2 5 3 2 3 2 3 1 2 1 2 3 2 2 1 1 2</td><td align="center" valign="middle" >NA NA NA 100 100 95 65 80 100 90 75 85 75 65 65 70 70 120 75 90 145 100 85 100 90 100 70 95 70 90 100 90 95 80 80 90</td><td align="center" valign="middle"  colspan="2"  >986 970 946 945 962 949 1003 987 959 942 971 967 990 990 993 984 986 934 983 962 922 961 973 942 974 954 984 964 987 964 951 956 964 963 979 957</td></tr><tr><td align="center" valign="middle" >Alex Charley Gaston Frances Ivan Jeanne Cindy Dennis Katrina Ophelia Rita Wilma Humberto Dolly Gustav Ike Irene Isaac Sandy Arthur Hermine Matthew Harvey Irma Nate Florence Michael Barry Dorian Hanna Isaias Laura Sally Delta Zeta Ida Nicholas</td><td align="center" valign="middle" >No No No Yes No Yes Yes No Yes Yes Yes Yes No Yes No No Yes No Yes No Yes No No Yes No Yes No No No Yes No Yes Yes * * Yes No</td><td align="center" valign="middle" >2004 2004 2004 2004 2004 2004 2005 2005 2005 2005 2005 2005 2007 2008 2008 2008 2011 2012 2012 2014 2016 2016 2017 2017 2017 2018 2018 2019 2019 2020 2020 2020 2020 2020 2020 2021 2021</td><td align="center" valign="middle"  colspan="2"  >August August August September September September July July August September September October September July September September August August October July September October August September October September October July September July August August September October October August September</td><td align="center" valign="middle" >1 4 1 2 3 3 1 3 3 1 3 3 1 1 2 2 1 1 1 2 1 2 4 4 1 1 5 1 2 1 1 4 2 2 3 4 1</td><td align="center" valign="middle"  colspan="3"  >70 130 65 90 105 105 65 105 110 65 100 105 80 75 90 95 75 70 65 85 70 85 115 115 65 80 140 65 85 80 80 130 95 85 100 130 65</td><td align="center" valign="middle" >972 941 985 960 946 950 991 946 920 982 937 950 985 967 954 950 952 966 942 973 981 963 937 931 983 956 919 993 956 973 986 939 965 970 970 931 991</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr></tbody></table></table-wrap><p>Source: National Hurricane Center, NOAA, “Continental United States Hurricane Impacts/Landfalls 1851-2021” at https://www.aoml.noaa.gov/hrd/hurdat/All_U.S._Hurricanes.html.</p><table-wrap id="table2" ><label><xref ref-type="table" rid="table2">Table 2</xref></label><caption><title> Costliest continental United States hurricanes impacts/landfalls with female and male names, 1979-2021</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Name</th><th align="center" valign="middle" >Female name?</th><th align="center" valign="middle" >Year</th><th align="center" valign="middle" >Highest Saffir-Simpson U.S. category</th><th align="center" valign="middle" >Adjusted Costs (billions of 2022 dollars)</th></tr></thead><tr><td align="center" valign="middle" >Katrina Harvey Sandy Ida Irma Andrew Ike Ivan Michael Wilma Florence Rita Laura Charley Hugo Irene Frances Matthew Jeanne Floyd Georges Fran Opal Alicia Isabel Sally Gustav Frederic Isaias Juan Dennis Isaac Elena Bob</td><td align="center" valign="middle" >Yes No Yes Yes Yes No No No No Yes Yes Yes Yes No No Yes Yes No Yes No No Yes Yes Yes Yes Yes No No No No No No Yes No</td><td align="center" valign="middle" >2005 2017 2012 2021 2017 1992 2008 2004 2018 2005 2018 2005 2020 2004 1989 2011 2004 2016 2004 1999 1998 1996 1995 1983 2003 2020 2008 1979 2020 1985 2005 2012 1985 1991</td><td align="center" valign="middle" >3 4 1 4 4 5 2 3 5 3 1 3 4 4 4 1 2 1 3 2 2 3 3 3 2 2 2 3 1 1 3 1 3 2</td><td align="center" valign="middle" >186.3 148.8 81.9 78.7 59.5 55.9 40.2 31.6 29.0 27.9 27.8 27.2 26.0 24.6 21.1 17.4 15.1 12.1 11.5 11.3 10.7 9.3 8.9 8.8 8.7 8.1 8.0 6.9 5.3 4.0 3.7 3.5 3.5 3.2</td></tr></tbody></table></table-wrap><p>Source: National Hurricane Center, NOAA, “Costliest U.S. Tropical Cyclones” at https://www.ncei.noaa.gov/access/billions/dcmi.pdf.</p><p>male-named hurricanes. First, we compare average maximum wind speeds (in knots) by month (July, August, September, and October) and then by decade (1980s, 1990s, 2000s, and 2010s). Although a typical hurricane season begins in June and ends in November, only one of the named hurricanes in our sample of 71 occurred in June (Bonnie in June 1986) and one occurred in November (Kate in November 1985).</p><p>Next, we compare average maximum wind speeds across decades (the 1980s through the 2010s); four decades taken two at a time yield six comparisons. Similar comparisons are made of average barometric central pressure (in millibars). The lower the barometric pressure, the stronger the hurricane. Category 5 hurricanes, for example, have a central pressure of less than 920 millibars. Only two hurricanes in our sample, both male-named—Andrew in August 1982 and Michael in October 2018—reached Category 5 on the Saffir-Simpson scale.</p><p>We compare the average cost (in billions of 2022 dollars) of all female-named hurricanes that made landfall along the Atlantic Coast or in the Gulf of Mexico since 1979 against the average cost of all similarly defined male-named hurricanes.</p><p>All t-tests involve independent samples. All t-tests are two-tailed, that is, under the null hypothesis the two averages are equal and under the two-tailed alternative hypothesis the two averages are different. Under the two-tailed alternative, female-named hurricanes are not presumed to be stronger (or weaker) than their male counterparts. Finally, we run a chi-squared test relating the gender of the hurricane’s name to the hurricane’s highest Saffir-Simpson category.</p></sec><sec id="s4"><title>4. The Results</title><p><xref ref-type="table" rid="table3">Table 3</xref> shows the results of all comparisons involving average maximum wind speeds and average central pressure across months and decades. Not surprisingly, maximum wind speed and minimum pressure are strongly correlated (r = −0.8469, p &lt; 0.0001). By month, male-named hurricanes have the same or slightly lower average maximum wind speeds (slightly higher average central pressure) than their female-named counterparts. But, in no case are the differences statistically discernable (using an alpha-level of 0.05 or even 0.10). In no case are there discernable differences between female-named and masculine-named hurricanes by decade.</p><p>When average maximum wind speed (<xref ref-type="table" rid="table4">Table 4</xref>) and average central pressure (<xref ref-type="table" rid="table5">Table 5</xref>) are compared across decades for either female-named hurricanes (top half of the table) or male-named hurricanes (bottom half of the table), there are no discernable differences. For example, female-named hurricanes (as well as male-named hurricanes) were not stronger (either higher average maximum winds or lower average central pressure) in the 2010s than they were in the 1980s. If one compares female-named hurricanes in the 1980s to female-named hurricanes over the period 2010 through 2021, the difference in average maximum wind speed was still not significant (p = 0.4517), but the difference in</p><table-wrap id="table3" ><label><xref ref-type="table" rid="table3">Table 3</xref></label><caption><title> Differences in average maximum wind and central pressure, hurricanes with female and male names, 1979-2021</title></caption><table><tbody><thead><tr><th align="center" valign="middle"  colspan="4"  >Average Maximum Wind (kt)<sup> </sup></th></tr></thead><tr><td align="center" valign="middle" >Category<sup> </sup></td><td align="center" valign="middle" >Female name</td><td align="center" valign="middle" >Male name</td><td align="center" valign="middle" >p-value on difference<sup>a</sup></td></tr><tr><td align="center" valign="middle" >July<sup>b</sup> August September October 1980-1989 1990-1999 2000-2009 2010-2019<sup> </sup></td><td align="center" valign="middle" >78.00 99.44 90.36 89.00 85.63 95.00 87.73 81.00</td><td align="center" valign="middle" >78.00 92.50 89.00 84.17 80.63 93.57 92.50 88.75</td><td align="center" valign="middle" >1.0000 0.5261 0.8301 0.7449 0.5558 0.8865 0.5828 0.5846</td></tr><tr><td align="center" valign="middle"  colspan="4"  >Average Central Pressure (mb)<sup> </sup></td></tr><tr><td align="center" valign="middle" >Category<sup> </sup></td><td align="center" valign="middle" >Female name</td><td align="center" valign="middle" >Male name</td><td align="center" valign="middle" >p-value on difference<sup>a</sup></td></tr><tr><td align="center" valign="middle" >July August September October 1980-1989 1990-1999 2000-2009 2010-2019<sup> </sup></td><td align="center" valign="middle" >976.80 954.22 957.64 952.20 967.38 961.71 959.64 952.40</td><td align="center" valign="middle" >980.83 962.00 961.58 968.67 975.75 960.86 959.88 961.25</td><td align="center" valign="middle" >0.6851 0.4331 0.5647 0.2280 0.4447 0.9277 0.9793 0.4997</td></tr></tbody></table></table-wrap><p><sup>a</sup>The p-value reported is for a two-tailed test. That is, under the alternative hypothesis, the average for hurricanes with female names is not equal to the average for hurricanes with male names. <sup>b</sup>Monthly comparisons include data from 1979 through the year 2021.</p><table-wrap id="table4" ><label><xref ref-type="table" rid="table4">Table 4</xref></label><caption><title> Differences in average maximum wind, hurricanes with female and male names, by decade.<sup> </sup></title></caption><table><tbody><thead><tr><th align="center" valign="middle"  colspan="5"  >Hurricanes with female names<sup> </sup></th></tr></thead><tr><td align="center" valign="middle" ><sup> </sup></td><td align="center" valign="middle" ><sup> </sup></td><td align="center" valign="middle"  colspan="2"  >Averages<sup> </sup></td><td align="center" valign="middle"  rowspan="2"  >p-value on difference<sup>a</sup></td></tr><tr><td align="center" valign="middle" >Group 1<sup> </sup></td><td align="center" valign="middle" >Group 2<sup> </sup></td><td align="center" valign="middle" >Group 1<sup> </sup></td><td align="center" valign="middle" >Group 2<sup> </sup></td></tr><tr><td align="center" valign="middle" >1980-1989 1980-1989 1980-1989 1990-1999 1990-1999 2000-2009</td><td align="center" valign="middle" >1990-1999 2000-2009 2010-2019 2000-2009 2010-2019 2010-2019</td><td align="center" valign="middle" >85.63 85.63 85.63 93.57 93.57 87.73</td><td align="center" valign="middle" >93.57 87.73 81.00 87.73 81.00 81.00</td><td align="center" valign="middle" >0.4458 0.7625 0.6143 0.5542 0.3775 0.4801</td></tr><tr><td align="center" valign="middle"  colspan="5"  >Hurricanes with male names<sup> </sup></td></tr><tr><td align="center" valign="middle" ><sup> </sup></td><td align="center" valign="middle" ><sup> </sup></td><td align="center" valign="middle"  colspan="2"  >Averages<sup> </sup></td><td align="center" valign="middle"  rowspan="2"  >p-value on difference</td></tr><tr><td align="center" valign="middle" >Group 1<sup> </sup></td><td align="center" valign="middle" >Group 2<sup> </sup></td><td align="center" valign="middle" >Group 1<sup> </sup></td><td align="center" valign="middle" >Group 2<sup> </sup></td></tr><tr><td align="center" valign="middle" >1980-1989 1980-1989 1980-1989 1990-1999 1990-1999 2000-2009</td><td align="center" valign="middle" >1990-1999 2000-2009 2010-2019 2000-2009 2010-2019 2010-2019</td><td align="center" valign="middle" >80.63 80.63 80.63 93.57 93.57 92.50</td><td align="center" valign="middle" >93.57 92.50 88.75 92.50 88.75 88.75</td><td align="center" valign="middle" >0.2855 0.2656 0.4958 0.9302 0.7241 0.7582</td></tr></tbody></table></table-wrap><p><sup>a</sup>The p-value reported is for a two-tailed test. That is, under the alternative hypothesis, the average for hurricanes in Group 1 is not equal to the average for hurricanes in Group 2.</p><table-wrap id="table5" ><label><xref ref-type="table" rid="table5">Table 5</xref></label><caption><title> Differences in average central pressure, hurricanes with female and male names, by decade.<sup> </sup></title></caption><table><tbody><thead><tr><th align="center" valign="middle"  colspan="5"  >Hurricanes with female names</th></tr></thead><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle"  colspan="2"  >Averages</td><td align="center" valign="middle"  rowspan="2"  >p-value on difference<sup>a</sup></td></tr><tr><td align="center" valign="middle" >Group 1</td><td align="center" valign="middle" >Group 2</td><td align="center" valign="middle" >Group 1</td><td align="center" valign="middle" >Group 2</td></tr><tr><td align="center" valign="middle" >1980-1989 1980-1989 1980-1989 1990-1999 1990-1999 2000-2009</td><td align="center" valign="middle" >1990-1999 2000-2009 2010-2019 2000-2009 2010-2019 2010-2019</td><td align="center" valign="middle" >967.38 967.38 967.38 961.71 961.71 959.64</td><td align="center" valign="middle" >961.71 959.64 952.40 959.64 952.40 952.40</td><td align="center" valign="middle" >0.4809 0.4032 0.1751 0.8098 0.3018 0.5132</td></tr><tr><td align="center" valign="middle"  colspan="5"  >Hurricanes with male names</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle"  colspan="2"  >Averages</td><td align="center" valign="middle"  rowspan="2"  >p-value on difference</td></tr><tr><td align="center" valign="middle" >Group 1</td><td align="center" valign="middle" >Group 2</td><td align="center" valign="middle" >Group 1</td><td align="center" valign="middle" >Group 2</td></tr><tr><td align="center" valign="middle" >1980-1989 1980-1989 1980-1989 1990-1999 1990-1999 2000-2009</td><td align="center" valign="middle" >1990-1999 2000-2009 2010-2019 2000-2009 2010-2019 2010-2019</td><td align="center" valign="middle" >975.75 975.75 975.75 960.86 960.86 959.88</td><td align="center" valign="middle" >960.86 959.88 961.25 959.88 961.25 961.25</td><td align="center" valign="middle" >0.2367 0.1602 0.2501 0.9255 0.9742 0.8989</td></tr></tbody></table></table-wrap><p><sup>a</sup>The p-value reported is for a two-tailed test. That is, under the alternative hypothesis, the average for hurricanes in Group 1 is not equal to the average for hurricanes in Group 2.</p><p>average central pressure was slightly more noticeable (p = 0.1028). Adding data on male-named hurricanes in 2020 and 2021 made no difference in the comparison to average maximum wind speed in the 1980s (p = 0.6539) or in the comparison to average central pressure in the 1980s (p = 0.4422).</p><p>If there were data on male-named hurricanes before 1979, one could employ a difference-in-differences (DID) model. That is, one could compare the difference in intensity of female-named and male-named hurricanes before 1979 (when hurricanes were given alternating female and male names) to the difference in intensity of female-named and male-named hurricanes after 1979. But, all hurricanes before 1979 (and, in particular, between 1953 and 1979) were named after females. When male-named hurricanes from 1980 to 1989 were compared to male-named hurricanes from 2010 to 2019, there were no statistically discernable differences in either average maximum wind intensity or average barometric pressure; the same conclusion was reached when female-named hurricanes were compared. Moreover, when female-named hurricanes were compared to male-named hurricanes in the 1980s, there was no discernable difference; when female-named hurricanes were compared to their male counterparts in the 2010s, again, there was no difference. Based on the results presented in <xref ref-type="table" rid="table3">Table 3</xref> and <xref ref-type="table" rid="table4">Table 4</xref>, a DID analysis would likely reveal that the change to giving hurricanes alternating female and male names would show that neither the hurricanes’ average maximum wind speed nor average barometric pressure changed in response to the exogenous event of changing names in 1979.</p><p>When the average cost (in 2022 dollars) of female-named hurricanes is compared to that of male-named hurricanes, there is no discernable difference between the two groups. Even when Katrina, the costliest storm on record, is included, the average cost of the seventeen female-named hurricanes in <xref ref-type="table" rid="table5">Table 5</xref> is $35.68 billion and the average cost of the seventeen male-named hurricanes is $24.7 billion, but this difference is not statistically discernable (p = 0.4394). When Katrina is excluded, the p-value of the two-tailed test rises to 0.8847.</p><p>Finally, a chi-squared test on a contingency table relating the gender of the hurricane’s name to the highest Saffir-Simpson U.S. category (hurricanes “1” or “2” or “3, 4, 5” grouped together) yielded a test statistic of χ calculated 2 = 0. 91 0 7 and a p-value of 0.634. In other words, female-named hurricanes are not disproportionately severe (category 3 or higher).</p></sec><sec id="s5"><title>5. The Number of Hurricane Deaths</title><p>The National Oceanic and Atmospheric Administration (NOAA) in 2011 compiled a list of the mainland U.S. tropical cyclones causing 25 or more deaths between 1851 and 2010 (Blake, Landsea, &amp; Gibney, 2011). A look at the list reveals that between 1953 and 1978, there were eleven hurricanes, all with female names: Audrey (416 deaths, 1957); Camille (256, 1969); Diane (184, 1955); Agnes (122, 1972); Hazel (95, 1954); Betsy (75, 1965); Carol (60, 1954); Donna (50, 1960); Carla (46, 1961); Hilda (38, 1964); and Connie (25, 1955). Between 1979 and 2010, there were seven hurricanes including two tropical storms on the list, three with female names [Katrina (1200, 2005); Allison, only of tropical storm intensity (412, 5001); and Fran (26, 1996)] and four with male names [Floyd (56, 1999); Alberto, a tropical storm (30, 1994); Andrew (26, 1992); and Ivan (25, 2004)]. A comparison of the average number of deaths for the three female-named tropical cyclones (422 including Katrina, 33.5 without Katrina) to the average of the four male-named tropical cyclones (34.25) would not be very meaningful because Katrina was the third deadliest tropical cyclone on record, behind two unnamed hurricanes, one in 1928 (2500 - 3000 deaths) and the deadliest in 1900 (8000 - 12,000 deaths).</p><p>The number of deaths caused by typhoons depends not only on maximum wind speed, but a host of other factors. For examples, the number of deaths caused by typhoons will be influenced by the landfall’s geographical characteristics, population density, and the extent of vulnerable housing. The number of deaths will likely be lower in areas with evacuation shelters and disaster-proof homes to withstand hurricanes. But, deaths would be higher in areas where residents are reluctant to evacuate their homes. Less intense typhoons (category 1 or 2 hurricanes) may be accompanied by torrential rains and extensive flooding that result in a large number of deaths. Although there is no gender gap between male and female names for typhoon intensity, further analysis would be needed to determine the validity of the question whether hurricane preparedness is related to the gender of a hurricane’s name.</p></sec><sec id="s6"><title>6. Concluding Remarks</title><p>A female-named hurricane is not a harbinger of doom. An analysis of the 71 named hurricanes that made landfall along the Atlantic Coast or the Gulf of Mexico between 1979 (when an alternating male-female naming system was adopted) and 2021 reveals that those with female names have neither stronger average maximum winds nor lower average central barometric pressure, by month or by decade. Female-named hurricanes are not, on average, more costly than their male counterparts. In short, female hurricanes are no more severe than male hurricanes. Hurricane severity does not depend on the gender of named hurricanes.</p></sec><sec id="s7"><title>Acknowledgments</title><p>The author wishes to acknowledge the assistance of Maria M. Torres, Communications &amp; Public Affairs Officer Meteorologist, NOAA Communications &amp; External Affairs, at the National Hurricane Center in Miami, Florida who identified and provided the links to the latest available data used in this study.</p></sec><sec id="s8"><title>Conflicts of Interest</title><p>The author declares no conflicts of interest regarding the publication of this paper.</p></sec><sec id="s9"><title>Cite this paper</title><p>Sommers, P.M. (2022). Are Hurricanes with Female Names More Severe or Costly than Male-Named Hurricanes? Open Journal of Social Sciences, 10, 462-472. https://doi.org/10.4236/jss.2022.109028</p></sec></body><back><ref-list><title>References</title><ref id="scirp.119525-ref1"><label>1</label><mixed-citation publication-type="other" xlink:type="simple">Blake, E. S., Landsea, C. W., &amp; Gibney, E. J. (2011). The Deadliest, Costliest, and Most Intense United States Tropical Cyclones from 1851 to 2010. https://repository.library.noaa.gov/view/noaa/6929</mixed-citation></ref><ref id="scirp.119525-ref2"><label>2</label><mixed-citation publication-type="other" xlink:type="simple">Jung, K., Shavitt, S., Viswanathan, M., &amp; Hilbe, J. M. (2014). Female Hurricanes Are Deadlier Than Male Hurricanes. Proceedings National Academy of Sciences USA, 111, 8782-8787. https://doi.org/10.1073/pnas.1402786111</mixed-citation></ref><ref id="scirp.119525-ref3"><label>3</label><mixed-citation publication-type="other" xlink:type="simple">Malter, D. (2014). 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