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CHAPTER VANALYSIS OF DATA BY SPECIFIC VARIABLESThis chapter analyzes both mileage data and accident data from a standpoint of what effect independent variables, such as age, sex, experience, and similar items, have on the number of miles ridden or the possibility of accident involvement. ANALYSIS OF MILES RIDDENAge and SexAs Figure 8 shows, on the average the male respondents traveled almost 900 miles more by bicycle over a year's period than the female respondents. This difference of almost 40 percent more mileage by males may reflect the tendency for males to ride on longer trips than females and also that the work or utility trip may not be as easily made by the female due to dress or other restrictions, including harassment by motorists. This latter action was reported by several female respondents. It should be remembered also that the questionnaire was directed at the most active rider in the family. In many cases, a women who did travel a great many miles by bicycle could not respond because a male in the household might have traveled even further. |
FIGURE 8 -MILES RIDDEN IN 1974 BY SEX
Miles ridden in 1974 by sex
Miles ridden | Respondents | |
---|---|---|
Male | 2425 | N=2847 |
Female | 1518 | N=384 |
The age of the respondent does not appear to have had an influence on the number of miles ridden. Figure 9 shows the average annual miles traveled for each age group studied. |
FIGURE 9 - MILES RIDDEN IN 1974 BY AGE GROUP
Reponses to Equipment Used - L.A. W Sample
Age group | Miles ridden | Respondents |
---|---|---|
16-25 | 2174 | 606 |
26-35 | 2323 | 902 |
36-45 | 2423 | 695 |
46-55 | 2171 | 597 |
56-65 | 2496 | 272 |
65-82 | 3207 | 56 |
The oldest age group (those 66 to 82) averaged over 3,200 miles a year, over 1,000
miles more than the youngest group and almost 900 miles more than all other age groups.
Many older respondents stated that they were retired and rode almost on a daily basis.
This may account for the very high average in this age group, but it
should be noted that there were only 56 responses in this age group.Topography and City SizeFigures 10 and 11 show how the average annual miles traveled by the respondents differed according to the topography and the size of the metropolitan area where they live. From Figure 10, it appears that L.A.W. members traveled further in areas that could be classified as steep hills or mountainous than those who rode mostly where it was flat or rolling. However, this difference is based on only 6 percent of the respondents riding in steep terrain. Statistical testing showed that there was no significant difference between those riding in flat land and those in rolling terrain. |
FIGURE 10 - MILES RIDDEN IN 1974 BY TOPOGRAPHY
Miles Ridden in 1974 by Topography
Terrain Type | Miles per respondent | Number of respondents |
---|---|---|
Mostly flat | 2197 | 1077 |
Mostly rolling | 2306 | 1958 |
Mostly steep hills or mountainous |
3018 | 194 |
Upon examining Figure 11, it appears that persons living in smaller cities (those under 50,000) and in rural areas travel less distance in a year than those in larger cities. This may be due, in part, to the fact that many destinations are closer in a smaller size city, and therefore .trip lengths would be less. |
FIGURE 11 - MILES RIDDEN IN 1974 BY CITY SIZE
Miles Ridden in 1974 by City Size
City Size | Miles per respondent | Number of respondents |
---|---|---|
> 1M | 2389 | 1040 |
250,000-1M | 2494 | 479 |
50,000-250,000 | 2350 | 697 |
5,000-50,000 | 2222 | 786 |
< 5000 | 1834 | 228 |
Years' ExperienceFigure 12 shows the average miles ridden in a year stratified by the number of years that the respondent had been continuously riding a bicycle. As a respondent continues to ride a bicycle over a period of years, it appears that he travels further each year. The very low average of 807 annual miles traveled for those respondents with less than one year's experience is probably not representative because these respondents could not provide a full year's mileage figures if they had been riding for less than a year. This was an oversight in the design of the questionnaire and that mileage figure is shown for illustration only. |
FIGURE 12 - MILES RIDDEN IN 1974 BY YEARS' EXPERIENCE
Miles Ridden in 1974 by Years' Experience
Years' experience | Miles per respondent | Number of respondents |
---|---|---|
<1 | 807 | 112 |
1-5 | 2111 | 1553 |
6-10 | 2517 | 910 |
> 10 | 2779 | 646 |
Auto AvailabilityIf it is to be believed that many cyclists are using bicycles to complete trips that would otherwise have been by other modes, then the miles traveled by bicycle should increase if the respondents have less cars available. As can be seen in Figure 13, this is exactly what happened. |
FIGURE 13 - MILES RIDDEN IN 1974 BY AUTO AVAILABILITY
Miles Ridden in 1974 by Auto Availability
Number of Autos Available |
Miles per Respondent |
---|---|
0 | 2697 |
1 | 2394 |
2 | 2209 |
3 or more | 2166 |
Those respondents with no cars available traveled almost 11 percent
more miles by bicycle than those with one automobile available, and almost 20 percent more
than those with three or more cars. These are findings that transportation planners might
take note of; it appears that the bicycle is being used as a substitute mode for some
trips, at least in the case of the respondents to this questionnaire.ANALYSIS OF ACCIDENT EXPERIENCEAge and SexWhile bicycles are becoming more and more of a common sight on streets and highways today, so are reports of injuries and deaths to the cyclist (12). Therefore, it is important to note what influence different variables appear to have on the rate of such incidents. Figures 14 and 15 show the accident involvement rate per one million miles traveled by bicycle for both male and female and for differing age groups. |
FIGURE 14 - ACCIDENT RATE BY SEX
Accident Rate by Sex
Sex | Accident Rate per Million Bicycle Miles | |
---|---|---|
All accidents | Serious accidents | |
Male | 109.6 | 30.5 |
Female | 180.1 | 48.0 |
Females appear to have a much higher incident rate, in both the category of all accidents reported and those requiring medical treatment, classified as serious. This may be due in part to the female having less riding experience than the male. However, analysis showed that there were only minor differences between the two sexes in this respect. It may also be that females do not consider bicycling as dangerous as male riders. This premise was investigated by examining the percentage of male and female riders who use helmets and mirrors, safety-related items. Males did show a 12 percent higher usage of helmets, and a 3 percent higher use of mirrors than females. One factor that might be influencing the finding in this study is that only 12 percent of the respondents were female. Although this provided 391 individual cases of female riders to examine, this disproportionate sex division may not provide a good basis for comparison. Incidently, motor vehicle accident studies show females experiencing an accident rate about 20 percent lower than males (2). |
FIGURE 15 - ACCIDENT RATE BY AGE GROUP
Accident Rate by Age Group
Age Group |
Accident Rate per Million Bicycle Miles | |
---|---|---|
All accidents | Serious accidents | |
16-25 | 153.1 | 24.3 |
26-35 | 117.5 | 33.8 |
36-45 | 96.5 | 27.4 |
46-55 | 114.4 | 37.2 |
56-65 | 101.3 | 41.7 |
66-82 | 61.2 | 27.8 |
When different age groups are examined in relation to their accident rate, it appears
that older groups have less overall accidents while the youngest group (ages 16-25) snowed
the highest rate of 153.1 collisions or serious fails per million bicycle miles. However,
when only those accidents requiring medical treatment are examined, the trend is somewhat
reversed. The youngest group showed the lowest rate (24.3) while the groups aged 46 to 55
and 56 to 65 experienced serious accidents at the rates of 37.2 and 41.7, respectively.
The oldest group (ages 66-82) had a considerably lower rate of 27.8. These diverse findings are difficult to explain, although it might be reasonable to assume that younger riders might experience a higher overall accident rate due to having less experience and possibly the tendency of the young to take more chances. Cycling ExperienceFigure 16 shows the accident rate for all incidents and also those classified as serious categorized by the years of bicycling experience for the respondents. |
FIGURE 16 - ACCIDENT RATE BY YEARS' EXPERIENCE
Accident Rate by Years' Experience
Years' experience |
Accident Rate per Million Bicycle miles | |
---|---|---|
All accidents |
Serious Accidents |
|
<1 | 188.4 | 22.1 |
1-4 | 126.8 | 35.6 |
5-10 | 109.1 | 30.9 |
> 10 | 97.3 | 26.0 |
Similar to the rates when stratified by age, it appears that those cyclists with more
experience have a lower accident rate. In fact, the rate is almost 50 percent less for
those with more than 10 years of riding experience when compared to those with less than
one year's experience. When only serious incidents are examined and the small sample in
the first category ignored (less than one and onehalf percent of total miles traveled fell
in this category), there is an obvious decrease in this rate of incidence. City Size and Topography Figures 17 and 18 show what the accident rates were for respondents living in different size cities and also riding in different types of terrain. There appears to be no major differences for accident occurrence in different size cities, although there is a slightly lower rate for both the cases of all accidents and serious accidents in smaller cities than larger cities. |
FIGURE 17 - ACCIDENT RATE BY CITY SIZE
Accident Rate by City Size
City Size | Accident Rate per Million Bicycle miles | |
---|---|---|
All accidents | Serious accidents | |
> 1M | 115.1 | 34.6 |
250,000-1M | 120.5 | 32.6 |
50,000-250,000 | 110.4 | 25.6 |
5,000-50,000 | 117.9 | 29.7 |
< 5000 | 102.8 | 26.3 |
When topography is looked at as a possible factor in influencing accident rates, there is a noticeable decrease in the accident rate as the topography changes from flat to rolling to steep. This is the reverse of what would be assumed to occur. However, it may be that cyclists exercise more caution on steep hills than when riding in flat areas. These differences are not noticeable when only serious collisions or falls are examined. |
FIGURE 18 - ACCIDENT RATE BY TOPOGRAPHY
Accident Rate by Topography
Terrain Type | Accident Rate per Million Bicycle Miles | |
---|---|---|
All Accidents | Serious Accidents | |
Mostly flat | 122.1 | 30.8 |
Mostly rolling | 112.7 | 32.3 |
Mostly steep hills or mountainous |
105.8 | 32.4 |
Location of Crash and Trip PurposeTable 13 permits comparisons to be made for accidents that occurred on different type facilities, ranging from major streets to separate bicycle paths. Similarly, Table 14 provides information as to the trip purpose or activity underway at the time of the crash. Off-street bicycle facilities (that do not allow motor vehicle traffic) showed the highest overall accident rate, and also an extremely high serious accident rate. In fact, the serious accident rate of 79.6 incidents per million bicycle miles traveled was the highest calculated rate for any analysis done in the study. On an accident frequency basis, a L.A.W. bicyclist riding on off-street bikeways would likely be involved in a serious collision or fall requiring professional medical treatment once every 12,600 miles, or every five and one-half years, a much higher frequency than any other facility studied. No explanation is known for this finding. A guess might be that cyclists use less caution on this type facility, feeling it is free of the menacing motor vehicle only to collide with a tree or fall on some slippery gravel. Coincidentally, the lowest accident rate existed for both the categories of all accidents and serious accidents when those incidents that occurred on bikelanes and bike routes were examined. As expected, the rate for accidents occurring on minor streets was somewhat lower than those incidents occurring on major streets. This is probably due to less exposure to high speed and/or high volume traffic for the bicyclist when using minor streets compared to travel on major streets. ACCIDENT RATE BY LOCATION OF CRASH
TABLE 14 - ACCIDENT RATE BY TRIP PURPOSE
When the relationship between trip purpose and accidents is examined, the utility trip stands out as having the highest rate of incidents, both for serious accidents and also when all accidents are studied. The commute trip (work or school) had the lowest rate in both categories of accidents. This latter finding may have occurred because a person making regular trips over the same route on an almost daily basis learns the "reel" of the route, and its bad sections and good sections. Similar to a truck driver using precautions when he is on a certain section of a familiar road, this acquired skill in "reading" the road from repetitious use allows the cyclist to travel safer, and thereby reduce his accident potential. Responses to Safety-Related QuestionsAn attempt was made to determine if the respondent's attitude toward safety and obeyance of the law had any effect on his accident involvement. Figure 19 shows the accident rate of those respondents who stated that they wore a helmet and used a rear view mirror while riding a bicycle, and those that did not. |
FIGURE 19 - ACCIDENT RATE BY USE OF SAFETY EQUIPMENT
Accident Rate by Use of Safety Equipment
Terrain Type | Accident Rate per Million Bicycle Miles | |
---|---|---|
All Accidents | Serious Accidents | |
Uses Helmet | 106.2 | 34.0 |
Does not use helmet | 119.8 | 30.0 |
Uses Mirror | 104.5 | 30.6 |
Does Not Use Mirror | 121.0 | 32.7 |
Figure 20 shows the rate of accident involvement categorized by the respondent's answer to how strictly he obeyed the vehicle laws while operating his bicycle. |
FIGURE 20 - ACCIDENT RATE BY RESPONSE TO "OBEY LAW" QUESTION
Response to "Obey Law" Question |
Accident Rate per Million Bicycle Miles | |
---|---|---|
All Accidents | Serious Accidents | |
"Occasionally" | 157.6 | 43.5 |
"Usually" | 116.0 | 28.3 |
"Always" | 114.1 | 35.4 |
The respondents who stated that they did wear helmets and used a rear view mirror
displayed an accident rate 11 and 14 percent lower than those who did not, respectively. A
quirk does appear when the serious accident rate is examined for helmet users and
non-users. The analysis shows that non-users experienced accidents that could be
classified as serious at a lower rate than helmet wearers (30.0 versus 34.0). It would
seem that helmeted bicyclists might have a lower serious accident injury rate than others;
however, data based on over 800 reported accident cases do not bear this out. Respondents who answered that they "occasionally" obeyed vehicle laws while riding their bicycles had an accident rate 38 percent higher than those that "usually" and "always" obeyed the laws. Also, the serious accident rate was higher for these individuals. This subjective question was added to the questionnaire with the intent of obtaining a general idea of what regular bicycle users felt toward the vehicle laws as they applied to bicycles. (more discussion on this subject can be found in the section "Attitudinal Questions" in Chapter IV.) However, some very interesting findings have also appeared with regard to the relationship between accident involvement and how the respondent feels toward obeyance of the law. Responses to Ride in Rain and in the Dark QuestionsTable 15 shows the results when accident rates are computed for both categories of all accidents and serious incidents only, stratified by how often the respondent rode a bicycle after dark or in the rain. Interestingly, in both cases, the rider who stated he bicycled in what seemingly would be considered more accident producing conditions, showed lower accident involvement rates. This relationship appears to hold true for both the rates involving all accidents and the more serious incidents requiring professional medical treatment. A possible explanation may be that the respondents who ride at night and in the rain realize the more dangerous conditions and bicycle accordingly. TABLE 15 ACCIDENT RATE BY RESPONSE TO RIDE IN RAIN AND DARK QUESTIONS
Comparison with Auto Accident RateIn order to put into perspective the bicycle accident rates that have been discussed in this report, motor vehicle accident rates available from the Federal Highway Administration are presented for comparison (17). For the year 1973 (the latest year data are available), the overall non-fatal injury rate shows that about 2.4 such injuries occur in one million miles of driving on all non-Interstate highways. This rate rises to 2.9 when only urban rates are examined. These injuries are defined as any bodily harm received by any person in a motor vehicle traffic accident, including pedestrians and bicyclists. It is assumed, however, that only injuries resulting from a serious enough accident requiring police to file a report would be the type entered into these rate calculations. Assuming that any bicycle injury requiring at least a doctor visit or emergency room treatment would be an equivalent type Injury, the bicycle rate of 31.4 accidents per million bicycle miles traveled is the comparable rate. It should be remembered that an automobile is driven an average of 9,992 miles a year (23), while the bicyclists in this survey averaged 2,232 miles a year, only about one-fifth as much. Even with this adjustment, the bicycle accident injury rate in this study was about twice as high as the motor vehicle traffic accident injury rate. To put these accident rates in perspective, it should be remembered that these rates are equivalent to a moderate or serious incident once every 14 years for a bicyclist, and approximately once every 28 years for a motorist, or anyone involved in a motor vehicle traffic accident. |