Table 1.
Row | Variable | DV: no. of summits | DV: no. of deaths |
1 | Hierarchy (Schwartz and Hofstede combined) | 0.203*** (0.049) | 0.669*** (0.135) |
2 | Region fixed effect | Included | Included |
3 | Season fixed effect | Included | Included |
4 | Year | 0.005 (0.003) | −0.029** (0.011) |
5 | Standard route dummy (1 = yes, 0 = no) | 0.083 (0.059) | −0.475* (0.205) |
6 | Illegal expedition dummy (1 = yes, 0 = no) | 0.033 (0.082) | Summit model only |
7 | Terminated because too risky (1 = yes, 0 = no) | Death model only | 0.143 (0.261) |
8 | Average age of climbers | −0.002 (0.002) | −0.017 (0.016) |
9 | No. of expedition members | 0.042*** (0.006) | −0.011 (0.015) |
10 | No. of hired Sherpas | 0.130*** (0.015) | 0.102 (0.065) |
11 | No. of hired non-Sherpas | 0.019*** (0.005) | 0.222* (0.105) |
12 | Unique expedition roles | −0.020 (0.016) | 0.160* (0.071) |
13 | Leader experience | 0.008* (0.003) | 0.013 (0.018) |
14 | Average climber experience | −0.007 (0.008) | −0.067 (0.063) |
15 | SD of climber experience | 0.011** (0.004) | 0.040 (0.042) |
16 | No. of camp sites | 0.069*** (0.020) | −0.071 (0.036) |
17 | No. climbers using O2 | 0.009 (0.008) | −0.007 (0.029) |
18 | No. of women on expedition | 0.005 (0.010) | −0.043 (0.040) |
19 | Peak height in meters (log) | −2.654*** (0.213) | 5.023*** (1.427) |
20 | High point reached (log) | Death model only | −0.497 (0.568) |
21 | No. of climbers summited | Death model only | −0.093* (0.041) |
22 | Gini index | 0.007 (0.004) | −0.003 (0.011) |
23 | GDP per capita (log) | 0.057 (0.056) | 0.176 (0.127) |
24 | Population (log) | −0.020 (0.017) | −0.007 (0.071) |
25 | Climatic demands index | 0.001 (0.002) | 0.004 (0.007) |
26 | Mean elevation native country (log) | 0.016 (0.021) | −0.161* (0.081) |
27 | Mean years of schooling | −0.011 (0.019) | 0.001 (0.052) |
28 | Industrial performance index | 0.026 (0.176) | −0.975 (0.647) |
29 | Democracy index | −0.035** (0.013) | −0.091 (0.074) |
30 | Mastery (Schwartz) | 0.272* (0.136) | 0.705 (0.721) |
31 | Harmony (Schwartz) | 0.251** (0.094) | 1.158** (0.375) |
32 | Embeddedness index (Schwartz) | −0.121** (0.042) | −0.056 (0.104) |
33 | Individualism (IDV; Hofstede) | 0.000 (0.001) | 0.009 (0.006) |
34 | Masculinity (MAS; Hofstede) | −0.001(0.001) | −0.007 (0.004) |
35 | Uncertainty avoidance (UAI; Hofstede) | −0.002 (0.001) | 0.003 (0.006) |
36 | Observations | 4,025 | 4,001 |
37 | Mean VIF† | 3.99 | 4.17 |
P ≤ 0.05; **P < 0.01; ***P < 0.001. Results from zero-inflated negative binomial regression. DV, dependent variable; IDV, individualism; MAS, masculinity; UAI, uncertainty avoidance; VIF, variance inflation factor. Schwartz refers to ref. 12. Hofstede refers to refs. 13 and 14.
Although present, VIF was not severe in most models. Max VIF was less than 10 in all models, which is the recommended cutoff value for acceptable levels of VIF (50).