Consumers’ Attitudes toward
Unsolicited Commercial E-mail
and Postal Direct Mail Marketing Methods: Intrusiveness,
Perceived Loss of Control, and Irritation
University of Georgia
University of Miami
Using Psychological
Reactance as the framework, this study sought to understand
consumer attitudes towards two major direct marketing techniques:
unsolicited commercial e-mail and postal direct mail. In particular,
audience perceptions of advertising intrusiveness, perceived
loss of control (as conceptualized by Psychological Reactance),
and irritation regarding the direct marketing techniques were
investigated. The results of this survey study (N=119) indicated
that recipients perceived unsolicited e-mails as more intrusive
and irritating than postal direct mail. This study contributed
to the theory of Psychological Reactance by indicating that
recipients did not feel a loss of control regarding spam, thus
Psychological Reactance was not fully supported in the context
of these marketing communication techniques. Suggestions for
direct marketing practitioners conclude the paper.
In 2005,
marketers spent over $52.2 million on direct marketing efforts
(Advertising Age 2006). In comparison to other media, more
than $26.7 million was spent on network television and approximately
$29 million on newspapers (Advertising Age 2006). Direct marketing,
particularly traditional postal direct mail and telemarketing,
has been a popular technique for advertisers. The introduction
of communication technologies, especially the Internet, has
dramatically changed the communication strategies of direct
marketers. In particular, the use of unsolicited commercial
e-mail (“spam”) is becoming extremely popular
due to its cost effectiveness (Verity et al. 1994) and its
high potential for interactivity with target consumers (Mehta
and Sivadas 1995).
According
to Spam Filter Review (2003), among the 31 billion e-mail
messages that are sent daily, 40% is spam. In fact, 66% of
direct marketers indicated that their e-mail frequency has
increased (Direct Marketing Association 2005). Still, the
more important question lies in the audience’s reaction
to this type of marketing communication. The Pew Internet
and American Life Project reported that approximately 52%
of their participants considered spam a big problem (Pew Research
Center 2005). In comparison, 45% named pop-up ads and 31%
listed computer viruses as being an issue. Furthermore, 67%
said that spam has made their online experience more unpleasant
or annoying (Pew Research Center 2005).
These
statistics seem to suggest that the number of spam messages
will continue to grow in the future. Unsolicited commercial
e-mail has potentially become a significant problem in direct
marketing that can negatively influence consumers’ attitudes
and potentially create the type of backlash predicted by Psychological
Reactance. Thus, to avoid this reaction, it is important that
direct marketers carefully consider their use of the Internet
when communicating to potential customers.
Although
it may appear that the continuous growth of spam has the potential
to replace traditional direct marketing communication channels
such as postal direct mail (“direct mail”), this
does not indicate that marketers should neglect traditional
direct marketing communication methods such as postal direct
mail. A survey conducted by The Direct Marketing Association
in 2005 indicated that 59% of direct marketers have increased
their postal mailing quantities in 2003; a 43% increase from
2002. Furthermore, 42% of practitioners reported that between
2003 and 2004, their use of direct mail has risen (Direct
Marketing Association 2005). Although many marketers consider
using new technologies to reach wider audiences in a more
cost efficient manner, traditional direct mail is still regarded
as an efficient way to reach consumers. As these examples
demonstrate, the decision to be made by marketers is not between
the two methods, but to determine the most effective and efficient
mix of direct marketing communication methods to reach the
target groups.
To identify
the most cost efficient mix of direct marketing communication
channels to effectively reach its target audiences, it is
essential for marketers to understand the potential effects
of each communication method. This is especially important
for consumer evaluations because consumer attitudes towards
advertised brands and purchase intentions are believed to
be influenced by their advertising evaluations (Batra and
Ray 1986; MacKenzie, Lutz, and Belch 1986). Although both
direct mail and spam have been a major force in recent direct
marketing practices, there have been very few quantitative
studies that compare the effects of both direct mail and spam
on consumer attitudes toward these direct marketing communication
channels. Because it seems that traditional direct mail and
spam are likely to remain the predominant communication methods
for direct marketers, studies that investigate and compare
consumers’ attitudes towards these two popular direct
marketing communication methods are called for. This study
compares audience perceptions of advertising intrusiveness,
loss of control, and irritation for direct marketing and spam
that could lead to the backlash predicted by Psychological
Reactance.
Before the discussion
of potential links between constructs is presented, it is
necessary to define spam and direct mail for the current study.
Direct mail is identified as an unsolicited postal mail piece
in which the sender has the intent of selling products and/or
services to the recipient (Chang and Morimoto 2003). Solicited
direct mail pieces, such as catalogues, that are sent to consumers
who knowingly agreed to be added to mailing lists are not
considered direct mail for the purpose of this study because
audience perceptions between marketing communications that
are sought differ in comparison to those that are not welcomed.
Spam is
characterized as any commercial electronic communication from
marketers that consumers did not ask for (Chang and Morimoto
2003). Similar to the definition of direct mail, commercial
e-mail messages sent by marketers with the prior consent from
consumers are not considered spam in this study. This study
will use these definitions to refer to the two methods of
direct marketing communication channels.
Factors Influencing Consumer Attitudes
toward Direct Marketing Channels
This study outlines
three factors that may predict consumer attitudes toward direct
marketing communication channels regarding the use of direct
mail and spam: (1) perceived advertising intrusiveness; (2)
perceived loss of control as a function of Psychological Reactance;
and (3) irritation caused by these marketing communication techniques.
Perceived
Advertising Intrusiveness. One construct that could influence
consumer attitudes is perceived ad intrusiveness. Previous
studies have indicated that perceived ad intrusiveness consists
of the following dimensions: interference with one’s privacy
(Sipior and Ward 1995; Teeter and Loving 2001), cognitive process
and/or task performance (Li, Edwards, and Lee 2002), and/or
media content (Ha 1996). Based on these dimensions, perceived
ad intrusiveness can be defined as the degree to which an unwanted
marketing communication interferes with an individual’s
cognitive process and tasks, as well as the interference with
media contents including offensive materials.
From the perspective
of consumer privacy, intrusion can be defined as invading an
individual’s solitude, including intrusion of one’s
private affairs (Sipior and Ward 1995; Teeter and Loving 2001).
Sturges (2002) defines solitude as a space around an individual
that is “to be left alone” (p. 211). While these
definitions suggest a more legal aspect of consumer privacy,
they are applicable to advertising since ads may intrude upon
one’s personal space (the mailbox, computer hard drives)
and the time that it takes to answer phone calls from telemarketers.
Milne and Rohm (2004)
extended this view about consumer privacy to promotion activities
by emphasizing that intrusiveness is caused by unwanted marketer-initiated
communications such as telemarketing, unwanted direct mail,
and spam. In promotional situations, consumers have either low
or no control over receiving unwanted commercial information
(Milne and Rohm 2004), which may result in irritation. Consumers
tend to find ads intrusive if they are unfamiliar with the advertisers
or do not expect to receive ads. Sheehan and Hoy (1999) discovered
that consumers do not tend to regard ads as being intrusive
if they themselves have contacted the advertiser previously.
Since the current study defines both direct mail and spam as
unwanted ads from direct marketers, consumers may consider unwanted
ads as an intrusion to their own privacy.
Another aspect of
ad intrusiveness is represented by the disturbance of one’s
task performance including one’s cognitive processing
such as thinking. Based on the definition of Ha (1996) and Li,
Edwards, and Lee (2002), ad intrusiveness is regarded as an
individual’s cognitive process in which he/she may perceive
ads to be disruptive of their thought process or activity. More
specifically, such disturbance on the Internet can be an interruption
of not only editorial content, but also task performance (Li
et al. 2002). For example, individuals use the Internet for
specific tasks, such as researching various issues or topics
and e-mail corresponding. Because such endeavors involve more
than pure enjoyment of the entertainment content and individuals
tend to be more task-oriented when online, they may perceive
online ads as being even more intrusive (Li, Edwards, and Lee
2002) than ads on other types of media. As a result, individuals
may feel negatively towards the ads in general, perceive the
advertised brands more negatively, and thus build unfavorable
attitudes toward purchasing the advertised brands (Batra and
Ray 1986; MacKenzie, Lutz, and Belch 1986). On the other hand,
ads may be avoided altogether to perform their own tasks. A
Pew Research Center (2003) survey showed that more than 86%
of the 1,400 respondents deleted spam without even opening the
messages.
In terms of direct
marketing communication channels, findings from focus groups
conducted by Chang and Morimoto (2003) suggest that participants
generally found spam more intrusive than postal direct mail
because spam can occupy a considerable amount of limited space
in their electronic mailbox. This causes e-mail users to spend
additional time to locate messages that actually matter, since
spam creates the need to screen all messages (including spam)
to decide which messages are safe. Pew Research Center (2003)
indicated that approximately 10% of the respondents reported
that they spend more than 30 minutes dealing with spam, and
more than 50% of the participants say that they found it extremely
difficult to get legitimate messages in their work-related mailbox
due to spam. On the other hand, in the case of direct mail,
consumers tend to find discarding unwanted pieces not as time
consuming as deleting unsolicited commercial e-mail (Chang and
Morimoto 2003). Thus, consumers are likely to find spam more
intrusive than postal direct mail.
Moreover, ad intrusiveness
can be related to the access of the editorial content in media
products. Studying the effect of advertising clutter in consumer
magazines, Ha (1996) defined ad intrusiveness as “the
degree to which advertisements in a media vehicle interrupt
the flow of an editorial unit” (p. 77). In general, an
individual consumes different media formats for various types
of editorial content. Advertisements in various forms, including
print, television commercials, and Internet advertising such
as spam and pop-up ads, are often in the way of the audience
consuming editorial content. Although audiences generally expect
advertising in consumer magazines and newspapers, marketing
messages in media vehicles such as television or radio prevent
individuals from accessing the editorial or entertainment content.
This may lead audiences to feel irritated and react by engaging
in zapping commercials on radio programs (Abernethy 1991) or
TV shows, and/or flipping through print ads quickly to avoid
these messages to get to the actual content of the media. In
particular, spam can be more intrusive because new technologies
allow e-mail messages to automatically direct the viewer to
web sites (Chang and Morimoto 2003); while direct mail pieces
can be easily discarded from mailboxes and facilitate receivers’
access to the actual media content.
Another potential
element of perceived ad intrusiveness for spam is its content.
According to research conducted by Brightmail Inc., a solution
provider to spam, approximately 14.5% of spam is considered
to include adult content (Greenspan 2003). Furthermore, Pew
Research Center (2003) indicated that among 2,200 adults, 76%
of respondents are bothered by offensive or obscene spam contents.
These kinds of spam often automatically direct readers to another
pornographic web site, and thus may be perceived as even more
intrusive as they are likely to interfere with tasks in which
individuals are engaged, which may result in a negative attitude
toward the ad. Based on the issues regarding spam described
above, the first two hypotheses for this study are drawn:
H1:
Consumers are likely to find spam more intrusive than direct
mail.
H2a-b:
Ad intrusiveness caused by a) spam; b) postal direct mail negatively
correlates with attitudes toward the advertising technique.
Psychological
Reactance. Unwanted direct marketing communication messages
may enhance the sense of loss of control in consumers’
mind. Perceived ad intrusiveness deals with both physical intrusion
of time and space by ads, and consumers’ ability to enjoy
actual media content, which is the main purpose of consuming
media content. Brehm’s (1966) Psychological Reactance
theory suggests that it is helpful to understand the relationship
between ad intrusiveness and perceived loss of control. The
theory suggests that when individuals frequently act counter
to restrictions or pressures put upon them by external sources,
they are likely to react against threats or loss of freedom
and/or control by acting in the opposite way intended by the
source (Brehm 1966; Brehm and Brehm 1981). In the context of
consumer evaluations of advertising, if an individual finds
ads intrusive, then he or she may also feel that the ads prevent
them from accessing the editorial content, the ability to process
information cognitively, and/or the performance of certain tasks.
As a result, users may feel that they have lost the freedom
to be engaged in particular behaviors and/or may feel that they
have lost control of their own behaviors. Perceived loss of
control can thus be defined as the degree to which a consumer
feels a loss of control in conducting their own tasks due to
the exposure to intrusive ads.
This perceived loss
of control concept can be extended to suggest that the level
of perceived loss by consumers is likely to be higher for spam
than direct mail because of the more intrusive nature of unsolicited
commercial e-mail. In fact, the Pew Research Center (2003) study
indicated that the participants felt that spam, particularly
those with adult content, are uncontrollable. This may be due
to the large number of spam sent to one’s mailbox which
makes deletion more time consuming and difficult, and/or new
technologies that automatically redirect the audience to other
commercial web sites, and/or unexpected direct marketing pieces
sent without prior consent. Thus, in conjunction with Psychological
Reactance, Internet users attempt to regain their control and
pursue their tasks by deleting unsolicited commercial e-mail
messages immediately without opening them (Pew Research Center
2003).
Sheehan and Hoy (2000)
found that consumers tend to be more concerned about the invasion
of their privacy when they become aware that marketers have
acquired their e-mail addresses without their permission to
send unsolicited commercial e-mail. Since e-mail addresses can
be attained through public newsgroups and/or cookies placed
on a consumer’s computer, consumer information collection
is likely to be conducted without prior knowledge. Although
it is still possible for marketers to collect information on
consumers’ postal addresses to send direct mail communications,
the ease in which personal information is collected online is
likely to cause the sense of loss of control of personal information
in consumers’ minds. Therefore, using Psychological Reactance
as a framework, the third hypothesis is suggested:
H3:
The level of perceived loss of control by consumers will be
greater for spam than direct mail.
Irritation
Caused by Direct Marketing Communication. A third factor
that could influence consumer attitudes towards advertising
is the degree of irritation. For this study, the construct of
ad irritation is based on the definition proposed by Aaker and
Bruzzone (1985): the negative, impatient, and displeasing feeling
of individual consumers caused by various forms of advertising
stimuli.
Previous studies
have identified several potential factors that may trigger perceived
ad irritation, such as advertised products, ad intrusiveness,
and perceived loss of control in one’s behavior (Aaker
and Bruzzone 1985; Aaker and Norris 1982; De Pelsmacker and
Van den Bergh 1998; Edwards, Li, and Lee 2002; Fennis and Bakker
2001; Fritz 1979; Ha 1996; Li, Edwards, and Lee 2002; Stayman
and Aaker 1988). Formats of direct marketing such as over-dramatized
and contrived content and executions, as well as frequent ad
placements can also be perceived as intrusive and may deprive
a consumer of their sense of control and freedom to pursue their
intended tasks. Characteristics of ad stimuli that could cause
irritation are represented by several notable criticisms on
advertising such as targeting the wrong audience, manipulative
messages, misplacements (placing ads in inappropriate slots),
excessive repetition within a short amount of time, and forced
exposures (Li, Edwards, and Lee 2002; Rotzoll, Hall, and Haefner
1996). These traits are certainly applicable to both direct
mail and spam. For example, messages that are clearly intended
for males are often times sent to females, the promise made
by marketers is “too good to be true,” and/or communications
often continue to appear in one’s e-mail inbox or post
office box even after requests by the recipient to cease such
commercial messages.
In the context of
direct marketing communication practices, past studies have
indicated that spam tends to cause a higher level of ad irritation
upon an individual than direct mail. Focus groups conducted
by Chang and Morimoto (2003) revealed that the participants
tended to feel more irritated by spam because they thought that
spam prevented them from performing their intended tasks such
as checking e-mail messages from professors, friends, and family
members. Even though software designed to filter unwanted e-mails
is available for consumers to block spam, consumers are also
concerned that these filtering devices may block important incoming
e-mail messages (Pew Research Center 2003), which may result
in interference with their task performance. In other words,
perceived loss of control may mediate the relationship between
ad intrusiveness and ad irritation. As a result, the following
fourth hypothesis is proposed:
H4:
Perceived loss of control mediates the relationship between
ad intrusiveness caused by spam and ad irritation.
Since the amount
of unsolicited commercial e-mail messages that an individual
receives on a daily basis is numerous, it is time consuming
to self-filter and delete unwanted communications. In fact,
Pew Research Center (2003) indicated that more that 75% of consumers
found spam annoying due to its volume and/or repetitive nature,
and that 40% spent five minutes or less to delete spam daily.
Although five minutes may not appear to be a lengthy period
of time, the time spent handling spam can often create a financial
burden to end-users since consumers often subscribe to fee-based
online services and/or they must pay the fee to store/send e-mail
as well as phone lines to connect to servers (Cranor and LaMacchia
1998; Samoriski 1999). Such financial costs, along with the
extra time allotted for deletion to regain freedom and control
to pursue intended activities may make consumers extremely annoyed
with spam.
On the other hand,
postal direct mail does not require much time and/or additional
financial costs for consumers in general. That is, if consumers
find direct mail unnecessary, they can discard it immediately.
Unlike spam, audiences are not required to go online to discard
or read these physical direct marketing pieces. Furthermore,
end-users are generally not interrupted from their task at hand,
unlike spam. In this sense, consumers may find direct mail less
annoying than spam.
Regarding the content
of advertisements, previous studies have indicated that people
are annoyed or bothered by spam due to their potentially offensive
materials (Chang and Morimoto 2003; Nordlinger 2002; Pew Research
Center 2003). Pew Research Center (2003) suggested that more
than 75% of their 2,200 participants felt annoyed by offensive
or obscene spam materials. Receivers of such e-mail messages
may be uncomfortable or embarrassed because they worry that
others may think that they might have requested the messages
or visited pornographic web sites, although this is generally
not the case (Nordlinger 2002). Meanwhile, the contents of direct
mail tend to be less offensive, and direct mail pieces often
feature sales promotion items such as coupons that may benefit
consumers (Chang and Morimoto 2003). While spam may have coupons
embedded within the text of the communication piece, consumers
are often still required to use their own resources to print
them out to use in retail stores. Coupons included within direct
mail pieces do not require additional resources from the recipient
for consumers to enjoy the same benefits. This characteristic
may decrease the level of ad annoyance for postal direct mail
when compared with spam. Based on these assumptions, the final
hypotheses are formed:
H5:
Consumers are likely to experience a higher level of advertising
irritation from spam than direct mail communications.
H6a-b:
The degree of advertising irritation caused by a) spam; b) postal
direct mail is negatively correlated with attitudes toward the
advertising technique.
Method
The purpose
of this study was to examine the effects of postal direct mail
and unsolicited commercial e-mail on ad irritation perceived
by consumers. Three constructs, ad intrusiveness, perceived
loss of control as suggested by Psychological Reactance, and
ad irritation, were measured to assess how these variables may
influence one another, as well as the level of ad irritation
based on the different types of direct marketing communication
channels.
Participants
Undergraduate students
from a large Midwestern university were recruited to voluntarily
participate in a survey for this study. After conducting a pilot
study (N=43) to check reliabilities of the measures, participants
for the main survey (N=119) were randomly assigned to either
the direct mail (n=62) or spam survey (n=57). The surveys were
different only when the items pertained specifically to their
attitudes about the intrusiveness and irritations of either
direct mail or spam.
The final sample
size contained 34.5% male and 65.5% female participants. The
mean age of the sample was 20.1 years. With regard to education
level, the sample consisted of undergraduates who were sophomores
(65%), juniors (44%), and seniors (10%). In addition, a majority
of the participants have at least one major credit card in their
own name (95%), have purchased goods through mail order (53.8%),
have purchased goods through the Internet (91.6%), and have
an e-mail account other than the university’s (85.7%).
These characteristics are important because they are likely
to increase the chances of these participants having some experience
with both direct mail and spam.
Measures
Items were modified
from previous studies to measure five constructs (including
potential covariates for this study): (1) perceived loss of
control; (2) ad intrusiveness of either postal direct mail or
unsolicited commercial e-mail; and (3) ad irritation of either
postal direct mail or solicited commercial e-mail; as well as
(4) attitudes towards the advertising medium (spam or postal
direct mail); and (5) attitudes toward direct marketing as a
practice in general (measured as a potential covariate).
Psychological
Reactance (perceived loss of control). Modifying items
from the scale created by Dowd, Milne, and Wise (1991), Psychological
Reactance was measured using a scale from 1 (strongly disagree)
to 7 (strongly agree) with items such as “I have a strong
desire to maintain my personal freedom,” “I resent
authority figures who try to tell me what to do,” and
“I enjoy debates with other people.” (a=.83).
Ad intrusiveness.
Using the advertising intrusiveness scale from Li, Edwards,
and Lee (2002), participants were asked if they strongly agreed
(1) or strongly disagreed (7) that spam or postal direct mail
was distracting, disturbing, forceful, interfering, intrusive,
invasive, and obtrusive (a=.97).
Ad irritation.
Using a seven-point semantic differential scale anchored with
12 items such as “appealing/unappealing,” “positive/negative,”
and “pleasant/unpleasant” (Fritz 1979), ad irritation
caused by either postal direct mail or unsolicited commercial
e-mail was measured (a=.97). Positive adjectives received a
score of 7 and negative adjectives received a score of 1. The
average score of these 12 items was used to represent the “ad
irritation” variable (1=most irritating; 7=least irritating).
Attitudes
toward the Advertising Medium. MacKenzie and Lutz’s
(1986) six-item semantic differential scale with items such
as “good/bad,” “favorable/unfavorable,”
“pleasant/unpleasant,” and “convincing/unconvincing”
was used to measure attitudes toward either postal direct mail
or unsolicited commercial e-mail (a=.92). Positive adjectives
received a score of 7 and negative adjectives received a score
of 1. The average score of these 6 items was used as the “attitudes
toward the advertising medium” variable (1=least favorable;
7=most favorable).
Direct
marketing attitudes. A total of eleven items (Table 1)
were used to measure general attitudes towards direct marketing
practices. Six items from Akhter and Durvasula (1991) such as
“Direct marketers sell high quality merchandise”
and “Direct marketers are trustworthy” and five
items derived from the focus groups conducted by Chang and Morimoto
(2003) such as “Direct marketers provide useful products/services”
and “Direct marketers do not offer product/services targeted
toward me” were used (a=.82).
Table 1.
Items used to measure attitude towards direct marketing methods
in general (alpha=.82) (1=Strongly Disagree and 7=Strongly Agree)

Results
Prior
to testing the hypotheses, several t-tests were conducted to assure
that there would be no difference between the two groups other
than the effects from the research induction (postal direct mail
and unsolicited commercial e-mail). The first independent sample
t-test examined differences between unsolicited commercial e-mail
and postal direct mail in terms of attitudes toward general direct
marketing practices. The results indicated that there was no statistical
significance in terms of attitudes toward general direct marketing
practices between direct mail (mean=3.45) and spam (mean=3.49).
Because
of the skewed sample between male and female participants in
this study, four independent sample t-tests were conducted for
the variables: ad irritation, ad intrusiveness, perceived loss
of control (Psychological Reactance), and attitudes toward direct
marketing in general to see if there was any gender effect.
Focus group research by Chang and Morimoto (2003) found that
women may be more susceptible to direct marketing communications
that have to do with shopping than men. However, the results
indicated that there was no statistical significance in the
mean differences of all of the measures in terms of gender (Table
2).
Table
2. Independent Sample T-test Results on Gender Difference

To test
the potential confounding effect of direct marketing attitudes
on the dependent measures, bivariate correlations were conducted.
The results showed that direct marketing attitudes correlated
with ad intrusiveness (r=.27, p<.01) and ad irritation (r=.31,
p<.01) but no correlation was found between direct marketing
attitudes and perceived loss of control. Thus, direct marketing
attitude was treated as a covariate when testing H1 and H5.
Testing
the Hypotheses
H1:
Consumers are likely to find spam more intrusive than direct
mail.
An analysis
of covariance (ANCOVA) was performed (Table 3), controlling
for attitudes toward direct marketing. The results indicated
that unsolicited commercial e-mail was perceived as more intrusive
(mean=1.93) than postal direct mail (mean=4.24; F=116.40, df=2,
97, p<.01). H1 was consistent with the data.
Table
3. ANCOVA/ANOVA Results (H1, H3 & H5)

H2a-b: Ad intrusiveness caused by a) spam;
b) postal direct mail negatively correlates with attitudes toward
the advertising technique.
A bivariate correlation
was conducted only on data from the group that answered questions
on unsolicited commercial e-mail (n=45). The results indicated
as the degree of ad intrusiveness increased (1=most intrusive;
7=least intrusive; in this case, the mean score becomes smaller),
participants tended to find the advertising medium less favorable
(r=.32, p<.05). Another correlation performed on data from
the group that answered questions on postal direct mail (n=41),
indicated that when the participants found postal direct mail
less intrusive (1= most intrusive, 7= least intrusive; in this
case, the mean score becomes larger), they found the advertising
medium more favorable (r=.42, p<.01).Therefore, the data
supported the second hypothesis: as the degree of ad intrusiveness
increases, the favorability of the advertising medium (spam/direct
mail) decreases.
H3:
The level of perceived loss of control by consumers
will be greater for spam than direct mail.
A one-way ANOVA was
administrated with the advertising type (direct mail or spam)
as an independent variable, perceived loss of control as a dependent
variable (1=loss of control, more reactance; 7=less reactance),
and attitudes toward direct marketing as a covariate. The results
(Table 3) showed that that there was no statistically significant
difference (F=1.13, df=1, 104, p>.01) between the postal
direct mail group (mean=4.50) and the unsolicited commercial
e-mail group (mean=4.31) in terms of perceived loss of control.
Furthermore, when
conducting a correlation analysis, the correlation between advertising
intrusiveness and perceived loss of control was not significant
for unsolicited commercial e-mail (r= -.155, p=.309) or direct
postal mail (r= -.012, p>.01). Therefore, the data did not
support H3.
H4:
Perceived loss of control mediates the relationship between
ad intrusiveness caused by spam and ad irritation.
To test the mediation
effect of perceived loss of control, the method originally proposed
by Baron and Kenny (1986) was used. According to the researchers,
the following three conditions must exist if a variable serves
as a mediator: 1) the independent variable affects the mediating
variable; 2) the independent variable also affects the dependent
variable; and 3) the mediating variable affects the dependent
variable. Additionally, when adding the mediator to the relationship
between the independent and dependent variables, the effect
of the independent variable should be reduced (Baron and Kenny
1986). Three sets of regression analyses were conducted to test
this hypothesis. The result of the first regression with ad
intrusiveness as an independent variable and ad irritation as
a dependent variable suggest that ad intrusiveness had a significant
effect on ad irritation (Y=1.41+.55X+e, R²=.17, p<.01).
However,
the second regression with ad intrusiveness as an independent
variable and perceived loss of control as a dependent variable
indicated that ad intrusiveness did not have a significant effect
on perceived loss of control (Y=4.59-.16X+e, R²=.02, p>.05).
In addition, a multiple regression was performed with both ad
intrusiveness and perceived loss of control as independent variables
and ad irritation as a dependent variable (Table 4). The results
suggest that while ad intrusiveness (X1) remains as a significant
predictor of ad irritation, perceived loss of control (X2) does
not have an effect on ad irritation (Y=.272+.63X¹+.23X²+e,
R²=.23, p<.01[ad intrusiveness], p>.05 [perceived
loss of control]). Since perceived loss of control did not have
an effect on the dependent variable, ad irritation, the data
do not support H4. Thus, perceived loss of control did not mediate
the relationship between ad intrusiveness and ad irritation.
Table
4. Tests of Perceived Loss of Control as a Mediator

H5:
Consumers are likely to experience a higher level of
advertising irritation from spam than direct mail communications.
The results of an
ANCOVA with ad irritation as a dependent variable and attitudes
toward direct marketing as a covariate (Table 3) suggest that
consumers find unsolicited commercial e-mail more irritating
(mean=2.46, on a scale from 1=irritating and 7=least irritating)
than postal direct mail (mean=3.87, F=46.31, df=2, 93, p<0.01).
Therefore, H5 was supported by the data.
H6a-b:
The degree of advertising irritation caused by a) spam; b) postal
direct mail is negatively correlated with attitudes toward the
advertising technique.
A bivariate
correlation between ad irritation (1=most irritating, 7=least
irritating) and attitudes toward the advertising medium (unsolicited
commercial e-mail; 1=least favorable, 7=most favorable) was
conduced with the data from participants answering questions
on spam (n=49). The results indicate that the more participants
felt that spam was irritating, the less favorable their attitudes
toward spam became (r=.84, p<.01). The result of another
correlation using respondents who answered questions on postal
direct mail suggest a similar outcome (r=.89, p<.01). Therefore,
the data support H6.
As a result of the
continued use and increasing popularity of direct marketing methods
among marketers, this study sought to understand consumer perceptions
of traditional direct marketing methods such as postal direct
mail in comparison to new techniques such as commercial e-mails.
Based on focus groups conducted by Chang and Morimoto (2003),
several possible factors were identified as reasons for the perceived
differences between the two types of direct marketing communication
channels. Three of those factors were explored in this study:
the intrusiveness of a direct marketing effort, a perceived loss
of control in consumers over their own postal mail and e-mail
accounts as predicted by Psychological Reactance, and levels of
irritability caused by advertisements.
The statistical analyses
indicted that there was a significant difference in how intrusive
consumers perceived postal direct mail and unsolicited commercial
e-mail (spam). Specifically, participants felt that spam was much
more intrusive than postal direct mail. It was expected that participants
would feel spam was more intrusive than direct mail because of
the nature of spam, such as inappropriate content and an excessive
amount of spam that consumers receive in their mailbox everyday.
Furthermore, while many e-mail marketing efforts are cost efficient,
many of them are untargeted and thus useless to recipients. On
the other hand, direct mail requires a financial investment upfront,
such as the designing of the communication, printing, and mailing
costs, which indicates that investing in the contact information
for potential audiences could make the message more effective
and efficient.
It was hypothesized
that feelings regarding the intrusiveness of direct marketing
could be related to the loss of control that consumers feel. According
to Psychological Reactance, audiences are likely to reject communication
efforts because they perceive a loss of control over the type
of material they are receiving through the mail and Internet.
Thus, in addition to untargeted communications including spam,
Spyware loaded onto users’ computers and the cookies functions
on websites to track Internet usage may make consumers feel as
if they do not have the control over the amount of direct marketing
activities targeted to their mailboxes.
Surprisingly, there
was no significant relationship between direct mail methods and
Psychological Reactance. It is possible that the results indicated
no correlation between direct marketing intrusiveness and loss
of control because the participants tested are part of an audience
that is continuing to grow accustomed and tolerant of online communications.
Thus, while spam may be considered intrusive, it is not perceived
as a loss of control on the audience’s part because it has
become an inherent characteristic of the technology that this
study’s sample population has grown accustomed to. Particularly
because the respondents were all undergraduate students, the use
of commercial e-mail accounts (Yahoo!, Hotmail, etc.) and/or their
university assigned e-mail account is a necessity for them to
communicate with professors, friends, and family. Thus, it is
expected that they will receive spam each time they log into an
account, and therefore not perceived as a loss of control. These
rationales and hypotheses should be further explored in future
studies.
This research
study sought to predict how irritating postal direct mail was
in comparison to unsolicited commercial e-mail. The results indicted
that the participants perceived spam to be more annoying than
postal direct mail. If users of electronic mail are logging onto
their account, they are not checking to see the interesting spam
that they have received. Rather, users are logging on because
they have a specific purpose or task that they are attempting
to achieve. The addition of spam forces the users to filter unwanted
messages so that they may utilize their e-mail accounts. Regardless
if they are hoping to have received a response from a friend,
send an e-mail to their parent, receive confirmation that their
online purchase has been shipped, or exam scores from a professor,
there is a direct and personal purpose to the action of logging
onto their account. Thus, if this purpose is interrupted and takes
away from the time that they will have to do what is necessary,
then it is inconvenient and considered irritating.
Conclusion
It appears
that among direct marketing practitioners, the use of unsolicited
commercial e-mail will continue to be a preferred communication
tool due to its cost effectiveness and hyperactivity (Hoffman,
Novak, and Chatterjee 1995; Mehta and Sivadas 1995; Verity et
al. 1994). However, upon examination of the trends and spending
levels between advertising techniques, it also seems that traditional
postal direct mail continues to remain popular among marketers.
Like traditional advertising and promotion campaigns in which
marketers typically employ multiple communication strategies to
reach the target audience (Rotzoll, Hall, and Haefner 1996), direct
marketers also tend to use several communication channels to maximize
the reach to the target audience.
For successful
direct marketing campaigns, advertisers are encouraged to understand
consumer perceptions of various communication channels including
direct mail and spam, and the psychological effects triggered
by these communication channels. Thus, it is important to investigate
the potential causes of consumer irritation toward ads, as well
as some factors that positively affect consumer perceptions of
ads since they are likely to influence consumers’ purchase
intention in the end (Batra and Ray 1986; MacKenzie, Lutz, and
Belch 1996).
In this regard,
this study has demonstrated that the perceptions between postal
direct mail and unsolicited commercial direct mail are very different.
Specifically, direct mail is considered intrusive and irritating
to recipients. As a general guideline then, it is recommended
that all direct marketing communications at least serve some purpose
for the recipient.
Limitations
and Future Research
The use of
college students could be a concern because they are a unique
population that does not allow for this study to be generalized
to other populations. Their uses, experiences, and comfort level
on the Internet might have presented some responses that might
not be true to other recipients of spam and postal direct mail.
However, because these participants represent consumers who are
accustomed to both traditional forms of direct marketing and new
technologies, the results obtained from this population is valid
for how direct marketing should move in the future, since these
participants represent the next generation of consumers.
Another variable
that could have influenced levels of irritation regarding spam
could be the inconvenience that e-mail users experience when they
are accessing their accounts with the intention of receiving messages
from familiar sources. Thus, the inconvenience that consumers
experience may also contribute to the levels of irritation toward
unsolicited commercial e-mail.
Additional
research should examine whether or not the loss of control may
be perceived as highly by the participants as those measured by
Li, Edwards, Lee (2002) for Internet pop-up advertisements for
spam. The use of an e-mail account creates the expectation that
one of the tasks that they will have to engage in is deleting
unwanted e-mails – without even reading it. Pop-up advertisements,
on the other hand, interfere with the task at hand, thus creating
the need to recognize that it is an advertisement, and shift their
physical movement to close the ad.
For future
studies, it would be interesting to note how certain products,
specific brands, and companies are perceived as a result of the
use of either direct mail or spam. In addition, there are trepidations
regarding the security of e-commerce transactions. While systems
such as PayPal, a subsidiary of eBay, have become the “next”
generation of secure online payment methods that surpass the safety
measures of credit cards, it is far from perfect and has suffered
from litigation that has decreased its credibility, trust, and
reliability with e-commerce consumers (Ackerman 2006). Thus, understanding
how participants who have purchased from either postal or electronic
direct mail methods perceive the safety of their financial dealings
could further help marketers understand the concerns about e-commerce
and uses of unsolicited commercial e-mail.
As a contribution
to Psychological Reactance theory, future studies should attempt
to identify causes of the audience feeling of advertising intrusiveness,
reactance, and advertising irritation. For example, untargeted
communications delivered to recipients could cause consumers to
feel higher levels of irritation. In turn, if consumers feel that
they are irritated by these marketing communications, this may
cause consumers to feel that they do not have control over their
own e-mail accounts. Higher levels of irritation directed toward
the advertisement could lead to an increased perception of their
loss of control regarding their own e-mail accounts.
Aaker, David
A. and Donald E. Bruzzone (1985), “Causes of Irritation
in Advertising,” Journal of Marketing, 49, 47-57.
———
and D. Ryan Norris (1982), “Characteristics of TV Commercials
Perceived as Informative,” Journal of Advertising Research,
22 (2), 61-70.
Abernethy,
Avery M. (1991), “Differences Between Advertising and Program
Exposure for Car Radio Listening,” Journal of Advertising
Research, 31 (2), 33-42.
Ackerman,
Elise (2006, September 29), “PayPal Agrees to Settle Lawsuits:
Firm to Give Users Better Information,” Knight Ridder
Tribune Business News, 1.
Advertising
Age (2006, June 26), “Advertising Age’s Special Report:
Profiles Supplement,” Crain Publications, http://adage.com/images/random/lna2006.pdf
(accessed on 9/22/2006).
Akhter, Syed
H. and Srinivas Durvasula (1991), “Consumers’ Attitudes
toward Direct Marketing and Purchase Intentions,” Journal
of Direct Marketing, 5 (3), 48-56.
Batra, Rajeev
and Michael L. Ray (1986), “Affective Responses Mediating
Acceptance of Advertising,” Journal of Consumer Research,
13 (2), 234-249.
.
Baron, Rueben M. and David A. Kenny (1986), “The Moderator-Mediator
Variable
Distinction in Social Psychological Research: Conceptual, Strategic,
and Statistical Considerations,” Journal of Personality
and Social Psychology, 51 (6), 1173-1182.
Brehm, Jack
W. (1966), A Theory of Psychological Reactance, New York:
Academic Press.
Brehm, Sharon
S. and Jack W. Brehm (1981), Psychological Reactance: A Theory
of Freedom and Control, New York: Academic Press.
Chang, Susan
and Mariko Morimoto (2003), “An Assessment of Consumer Attitudes
toward Direct Marketing Communication Channels: A Comparison between
Unsolicited Commercial E-mail and Postal Direct Mail,” Paper
presented at the annual convention of The Association for
Education in Journalism and Mass Communication, Kansas City,
MO, August 2003.
Cranor, Lorrie Faith
and Brian A. LaMacchia (1998), “Spam!” Communications
of the ACH, 41, 74-83.
De Pelsmacker,
Patrick and Joeri Van den Bergh (1998), “Advertising Content
and Irritation: A Study of 226 TV Commercials,” Journal
of International Consumer Marketing, 10 (4), 5-27.
Direct Marketing Association
(2003), The DMA State of Postal and E-mail Marketing: 2002 New
List Trends and Results,
http://www.the-dma.org/cgi/registered/research/stateofpostalemailmarketing.shtml
(accessed on 11/25/2004).
———
(2005). The DMA 2005 Postal & E-Mail Marketing Report.
Dowd, E. Thomas,
Christopher R. Milne, and Steven L. Wise (1991), “The Therapeutic
Reactance Scale: A Measure of Psychological Reactance,”
Journal of Counseling and Development, 69 (6), 541-545.
Edwards, Steven
M., Hairong Li, and Joo-Hyun Lee (2002), “Forced Exposure
and Psychological Reactance: Antecedents and Consequences of the
Perceived Intrusiveness of Pop-up Ads,” Journal of Advertising,
31 (3), 83-95.
Fennis, Bob
M. and Arnold B. Bakker (2001), “Stay Tuned---We Will Be
Back Right After These Messages: Need to Evaluate Moderates the
Transfer of Irritation in Advertising,” Journal of Advertising,
30 (3), 15-25.
Fritz, Nancy
K. (1979), “Claim Recall and Irritation in Television Commercials:
An Advertising Effectiveness Study,” Academy of Marketing
Science, 1 (1), 1-13.
Greenspan,
Robyn (2003, November 6), “The Deadly Duo: Spam and Viruses,”
CyperAtlas, http://cyberatlas.internet.com/big_picture/applications/article/0,,1301_3105181,00.html#table1
(accessed on 11/14/2004).
Ha, Louisa
(1996), “Observations: Advertising Clutter in Consumer Magazines,”
Journal of Advertising Research, 36 (July/August), 76-83.
Hoffman, Donna
K., Thomas P. Novak and Patrali Chatterjee (1995), “Commercial
Scenarios for the Web: Opportunities and Challenges,” Journal
of Computer-Mediated Communication, http://www.ascusc.org/jcmc/vol1/issue3/hoffman.html
(accessed on 11/30/2004).
Li, Hairong,
Steven M. Edwards and Joo-Hyun Lee (2002), “Measuring the
Intrusiveness of Advertisements: Scale Development and Validation,”
Journal of Advertising, 31 (2), 37-47.
MacKenzie, Scott B.
and Richard J. Lutz (1989), “An Empirical Examination of
the
Structural Antecedents of Attitudes toward the Ad in an Advertising
Pretesting Context,” Journal of Marketing, 53 (2),
48-65.
———,
———, and George E. Belch (1986), “The
Role of Attitude toward the Ad as a Mediator of Advertising Effectiveness:
A Test of Competing Explanations,” Journal of Marketing
Research, 23 (2), 130-143.
Mehta, Raj
and Eugene Sivadas (1995), “Direct Marketing on the Internet:
An Empirical Assessment of Consumer Attitudes,” Journal
of Direct Marketing, 9 (3), 21-32.
Milne, George
R. and Andrew J. Rohm (2004), “Consumers’ Protection
of Online Privacy and Identity,” Journal of Consumer
Affairs, 38 (2), 217-232.
Nordlinger,
Jay (2002, February 25), “Spam Tastes Gross,” National
Review, 54 (3), 36-38.
Pew Research Center
(2003), “Spam: How is it Hurting Email and Degrading Life
on
the Internet,” Pew Internet & American Life,
http://www.pewinternet.org/reports/index.asp (accessed on
11/15/2004).
———
(2005), “Spam and Phishing,” Pew Internet &
American Life,
http://www.pewinternet.org/PPF/r/155/report_display.asp(accessed
on 09/21/2005).
Rotzoll, Kim
B., Steven R. Hall, and James E. Haefner (1996), Advertising
in Contemporary Society: Perspectives toward Understanding,
Chicago: The University of Illinois Press.
Samoriski,
Jan H. (1999), “Unsolicited Commercial E-mail, the Internet
and the First Amendment: Another Free Speech Showdown in Cyberspace?”
Journal of Broadcasting and Electronic Media, 43 (4),
670-689.
Sheehan, Kim
B. and Mariea G. Hoy (1999), “Flaming, Complaining, Abstaining:
How Online Users Respond to Privacy Concerns,” Journal
of Advertising, 28 (3), 37-51.
———
and ——— (2000), “Dimensions of Privacy
Concern among Online Consumers,” Journal of Public Policy
and Marketing, 19 (1), 62-73.
Sipior, Janice
C. and Burke T. Ward (1995), “The Ethical and Legal Quandary
of Email Privacy,” Communications of the ACM, 38
(12), 48-54.
Spam Filter
Review (2003), Spam Statistics 2003, http://www.spamfilterreview.com/spam-statistics.html
(accessed on 11/13/2004).
Stayman, Douglas
M. and David A. Aaker (1988), “Are All the Effects of Ad-Induced
Feelings Mediated by Aad?” Journal of Consumer Research,
15 (3), 368-373.
Sturges, Paul
(2002), “Remember the Human: The First Rule of Netiquette,
Librarians and the Internet,” Online Information Review,
26 (3), 209-216.
Teeter, Jr.,
Dwight L. and Bill Loving (2001), Law of Mass Communications,
10th ed., New York: Foundation Press.
Verity, John
W., Robert D. Hof, Edward C. Baig, and John Carey (1994, November
14), “The Internet: How It Will Change the Way You Do Business,”
Business Week, 80-88.
Mariko
Morimoto (Ph.D., Michigan State University) is an Assistant
Professor of Advertising in the Grady College of Journalism and
Mass Communication at the University of Georgia. Her research
areas include international and cross-cultural advertising, race,
gender, and stereotypes in mass media and industries, and integrated
marketing communication.
Susan
Chang
(Ph.D., Michigan State University) is an Assistant Professor of
Advertising in the School of Communication at the University of
Miami. Her research interests include branded product placement,
integrated marketing communications, and strategic communications.
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