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 Kaufmann, W. & Tummers, L. (2017). The negative effect of red tape on procedural satisfaction. Public Management Review, 19(9), 1311-1327. 

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Public Management Review

ISSN: 1471-9037 (Print) 1471-9045 (Online) Journal homepage: http://www.tandfonline.com/loi/rpxm20

The negative effect of red tape on procedural
satisfaction

Wesley Kaufmann & Lars Tummers

To cite this article: Wesley Kaufmann & Lars Tummers (2017) The negative effect of
red tape on procedural satisfaction, Public Management Review, 19:9, 1311-1327, DOI:
10.1080/14719037.2016.1210907

To link to this article: https://doi.org/10.1080/14719037.2016.1210907

© 2016 The Author(s). Published by Informa
UK Limited, trading as Taylor & Francis
Group.

Published online: 27 Jul 2016.

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The negative effect of red tape on procedural
satisfaction
Wesley Kaufmanna and Lars Tummersb,c

aDepartment of Accounting, University of Groningen, Groningen, Netherlands; bDepartment of Public
Administration, Erasmus University Rotterdam, Rotterdam, Netherlands; cSchool of Governance,
Utrecht University, Utrecht, Netherlands

ABSTRACT
In this study, we aim to replicate and extend the negative effect of red tape on
procedural satisfaction by conducting an experiment via the online crowdsourcing
service MTurk. Our findings indicate that a higher level of red tape is indeed
associated with lower procedural satisfaction. We also find support for a statistically
significant interaction between red tape and political ideology; the negative effect of
red tape on procedural satisfaction is stronger for individuals with more conservative
political views. These findings confirm the pathological nature of red tape and affirm
the relevance of experimental red tape research.

KEYWORDS Red tape; experiment; replication; procedural satisfaction

  • Introduction
  • Red tape has become one of the key research topics in public administration
    (Bozeman and Feeney 2011). Red tape can be described as ‘rules, regulations and
    procedures that entail a compliance burden without advancing the legitimate pur-
    poses they were intended to serve’ (Bozeman 2000, 12). A variety of studies have
    disentangled red tape from formalization (Bozeman and Scott 1996; Pandey and Scott
    2002), tested and retested red tape measures (Bozeman and Feeney 2011; Feeney
    2012; Kaufmann and Feeney 2012; Pandey and Marlowe 2015), and compared red
    tape perceptions between public and private employees (Rainey, Pandey, and
    Bozeman 1995; Feeney and Bozeman 2009).

    Despite these important contributions to our understanding of ineffective rules,
    the red tape literature is still characterized by methodological concerns (e.g. Bozeman
    2012; Kaufmann and Feeney 2014). In line with public administration research in
    general (Lee, Benoit-Bryan, and Johnson 2012; Groeneveld et al. 2015), red tape
    scholars have overwhelmingly relied on cross-sectional survey data (Feeney 2012;
    Bozeman and Feeney 2011). However, a major drawback of these types of designs is
    that they do not allow for inferences of cause and effect (Brewer and Brewer 2011). A
    handful of experimental studies exist (Scott and Pandey 2000; Feeney 2012;
    Kaufmann and Feeney 2014; Tummers et al. 2016), but their main findings have

    CONTACT Wesley Kaufmann w.kaufmann@rug.nl
    © 2016 The Author(s). Published by Informa UK Limited, trading as Taylor & Francis Group.
    This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivatives
    License (http://creativecommons.org/licenses/by-nc-nd/4.0/), which permits non-commercial re-use, distribution, and repro-
    duction in any medium, provided the original work is properly cited, and is not altered, transformed, or built upon in any way.

    PUBLIC MANAGEMENT REVIEW, 2017
    VOL. 19, NO. 9, 1311–1327
    https://doi.org/10.1080/14719037.2016.1210907

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    not been replicated in other contexts. This is where we seek to make our
    contribution.

    Replication of experimental studies is crucial for moving the field of public
    administration forward, as this process strengthens the credibility of research
    (Nosek and Lakens 2014). Tsang and Kwan (1999) identify six different types of
    replication studies that can be used for verifying and generalizing prior research
    findings. According to Tsang and Kwan (1999), replication studies can use the exact
    same data set, a different data set from the same population of participants, or a
    different population of participants when compared with the initial study.
    Furthermore, researchers can employ the same or a different type of measurement
    and analysis for replication purposes.

    Our focus in this study is on the negative effect of red tape on procedural
    satisfaction as found by Tummers et al. (2016) in their recent publication in
    International Public Management Journal. Satisfaction is an important indicator
    of firm performance in consumer research (e.g. Fornell et al. 1996) and public
    agencies increasingly make use of citizen satisfaction surveys as part of results-
    oriented management (e.g. Van Ryzin 2004). At the level of the individual, job
    dissatisfaction can lead to a wide range of negative outcomes that includes
    absenteeism and lateness (Farrell 1983). Hence, understanding the relationship
    between red tape and satisfaction has important implications for organizations
    and individuals alike.

    Tummers et al. (2016) conducted a classroom experiment with Dutch students
    where subjects were asked to fill out a fictitious form for a passport renewal. A basic
    between-subjects design was used and the independent variable (red tape) was manipu-
    lated in order to test its effect on the dependent variable (procedural satisfaction). The
    treatment form contained a high level of red tape, which required participants to
    provide superfluous information, such as colour of eyes (which can already be deduced
    from the passport photo), whereas the control form was much more streamlined. The
    authors found that participants in the ‘high’ red tape condition were significantly less
    satisfied with the passport procedure than the ‘low’ red tape group.

    Our goal in this study is to replicate and extend the negative relationship between
    red tape and satisfaction, as studied by Tummers et al. (2016) in the context of
    government–citizen’s interactions. Specifically, we are interested in the effect of red
    tape on satisfaction in a different country (the United States versus the Netherlands),
    for a different population (online versus students) and in a different setting (an
    organizational promotion procedure versus a citizen passport renewal procedure).
    Furthermore, whereas Tummers et al. (2016) included knowledge of politics and
    emotional reactance as moderators in their setting of a passport renewal procedure,
    we include two different moderators that are particularly relevant in the setting of our
    organizational promotion procedure, namely managerial position and political ideol-
    ogy. Hence, we only replicate the main effect of red tape on satisfaction, and not the
    interaction effects as tested by Tummers et al. (2016).

    We put forward an experimental research design that incorporates varying degrees
    of red tape in an organizational promotion procedure. In so doing, we are able to
    confirm if an organizational procedure that entails a high level of red tape results in
    lower perceptions of procedural satisfaction. In terms of the Tsang and Kwan (1999)
    typology, our study can be classified as an example of ‘generalization and extension’.
    Hence, we aim to answer the following research question:

    1312 W. KAUFMANN AND L. TUMMERS

    How does red tape influence procedural satisfaction, and to what extent is this
    relationship moderated by the individual’s political orientation and work position
    (manager or not)?

    The structure of this paper is as follows. In the following section, we first discuss the
    state of the art of red tape research. Next, we argue how the literature on procedural
    satisfaction can inform red tape research. We then present the data and methods,
    followed by the results section. We conclude with a discussion of our findings,
    limitations, and possible extensions of our research.

  • Literature and hypotheses
  • The red tape literature: Main findings and limitations

    Early work on red tape has been published over 35 years ago, but most of the red tape
    literature has taken shape in the past two decades (Bozeman and Feeney 2011;
    Bozeman 2012). Starting point for contemporary red tape research is Bozeman’s
    (1993) article in which the concepts of organizational and stakeholder red tape are
    introduced. Whereas organizational red tape is defined as ‘[r]ules, regulations, and
    procedures that remain in force and entail a compliance burden for the organization
    but have no efficacy for the rules’ functional object’ (283), stakeholder red tape
    acknowledges that the same rules can be red tape for some stakeholder groups, but
    not for others.

    Stakeholder red tape can be considered a richer conceptualization than organiza-
    tional red tape (Bozeman 1993), but it has not proven very popular in red tape
    research. The main reason for this is the potentially large number of rule stakeholders
    (Bozeman 2012). As a result, existing research has often operationalized organiza-
    tional red tape by asking respondents to indicate on a 10-point scale: ‘if red tape is
    defined as burdensome administrative rules and procedures that have negative effects
    on the organization’s effectiveness, how would you assess the level of red tape in your
    organization?’ (Rainey, Pandey, and Bozeman 1995, 574; see also Bozeman and
    Feeney 2011).

    The general red tape operationalization put forward by Rainey, Pandey, and
    Bozeman (1995) has been used extensively in the literature. Consequently, red
    tape has been linked to such diverse topics as risk culture (Bozeman and Kingsley
    1998), work alienation (DeHart-Davis and Pandey 2005), and public service
    motivation (Moynihan and Pandey 2007). Another stream of research focuses
    on political over-control as a source of red tape. Such external red tape has been
    found to affect Dutch primary schools (Torenvlied and Akkerman 2012), English
    local government authorities (Brewer et al. 2012), and research universities
    (Bozeman and Anderson 2016). Furthermore, a small number of studies have
    looked at the effect of red tape on clients (e.g. Scott and Pandey 2000; Moynihan
    and Herd 2010).

    Recently, a number of studies have taken a first step towards conceptualizing and
    measuring red tape from a rule-based perspective. In essence, this perspective takes
    specific rules as a starting point, and subsequently derives subjective red tape
    measures from these rules. Studies in the so-called rule ecology domain look at red
    tape as a by-product of supranational, national, and organizational rule stock

    PUBLIC MANAGEMENT REVIEW 1313

    increases (e.g. van Witteloostuijn and de Jong 2010; Kaufmann and van
    Witteloostuijn 2016). Kaufmann and Feeney (2012) use a combination of organiza-
    tional rule counts and survey data to show that in the context of a large Dutch public
    organization, the objective number of rules does not correspond with red tape
    perceptions. Hence, more rules do not necessarily mean more red tape.

    In an experimental study, Kaufmann and Feeney (2014) find that the degree of
    perceived red tape is not merely driven by the specific rule burden of a procedure, but
    also by the favourability of the outcome. In other words, when the outcome of a
    particular procedure is positive for a given stakeholder, then red tape perceptions will
    be lower, irrespective of actual rule burden. Finally, Pandey andMarlowe (2015) develop
    and test a so-called anchoring vignettes approach that can be used to improve survey-
    based red tape measures by having respondents’ rate short stories about red tape.

    In this study, we also conceptualize and measure red tape from a rule-based
    perspective. Specifically, by taking ‘actual’ rules as the focal point of our analysis,
    we are able to manipulate the degree of perceived red tape and the effect thereof on
    procedural satisfaction, to which we turn next.

    Red tape and procedural satisfaction

    The concept of satisfaction, which can be defined as an ‘evaluative attitude towards
    some object or experience’ (James 2009, 108), has been studied extensively in the
    public administration literature. For example, a large literature has looked at citizen
    satisfaction with public services (e.g. Van Ryzin 2004, 2006; Van Ryzin and
    Immerwahr 2007), while other research has provided mixed results on differences
    in job satisfaction between public and private workers (e.g. Schneider and Vaught
    1993; Steel and Warner 1990; Wright 2001).

    A limited number of studies have also explored satisfaction in the context of red
    tape. Townsend and Kosloski (2002) show that higher levels of red tape reduce client
    satisfaction with in-home respite and adult day care services. Giauque et al. (2012, 175)
    use survey data of 3,754 Swiss public servants to examine the effect of red tape on a
    specific type of job satisfaction, called ‘resigned satisfaction’, and identify a particularly
    strong correlation between the two. Furthermore, DeHart-Davis and Pandey (2005)
    find that organizational and personnel red tape is negatively related to job satisfaction.
    Of particular relevance in the current context is the study by Tummers et al. (2016),
    who show by experimentally varying the level of red tape in a fictitious passport
    application procedure that higher red tape levels result in lower citizen satisfaction.

    Given our focus on specific rules and procedures, we are not interested in
    relatively broad satisfaction concepts such as general job satisfaction. Furthermore,
    the only experimental study on red tape and satisfaction to date has focused on
    citizens, whereas most red tape research is concerned with the adverse effects of
    organizational rules on employees and managers (Bozeman and Feeney 2011). As a
    result, our focus here is on the effect of red tape on procedural satisfaction, which is
    defined as the evaluative attitude towards a particular process (James 2009; Bergman
    et al. 2002). Based on the above, we hypothesize that procedural satisfaction will be
    lower if the level of red tape in a given procedure is higher. We expect that:

    H1: Red tape has a negative effect on procedural satisfaction

    1314 W. KAUFMANN AND L. TUMMERS

    Moderating variables: Managerial position and political ideology

    In addition to the direct negative effect of red tape, we also want to test which
    individual factors may moderate the impact of red tape on procedural satisfaction
    (Giauque et al. 2012; Pandey and Scott 2002; Quratulain and Khan 2015). Indeed,
    Pandey and Kingsley (2000, 783) argue that ‘one is hard pressed to find serious
    students of red tape who do not, at some point or another, stress the importance of
    studying the individual in order to gain a better understanding of red tape’. We
    include two individual level factors that may moderate the negative relationship
    between red tape and procedural satisfaction, namely managerial position and poli-
    tical ideology (Moynihan and Herd 2010; Rudolph and Evans 2005).

    The negative effect of red tape on procedural satisfaction is likely to be less
    pronounced for individuals with a managerial position for two reasons. First, man-
    agers may actually ‘use’ red tape in a strategic way. For example, red tape can be used
    as a managerial tool to delay promotions to other positions or departments within the
    organization of highly effective subordinates. Similarly, Moynihan and Herd (2010)
    argue that policymakers can further their own interests by creating red tape that
    deliberately limits political and social rights of specific citizen groups. More generally,
    the strategic use of red tape reflects the existence of different stakeholder groups and
    power coalitions within organizations. These groups may pursue very different and
    sometimes contrasting goals (e.g. Pfeffer 1992; Cyert and March 1963); red tape can
    be one of many strategic options for advancing a stakeholder’s own agenda.

    Second, in certain cases, more burdensome promotion procedures also serve a
    legitimate organizational goal such as ensuring that legal standards are not violated
    (Gilliland, Benson, and Schepers 1998; Leventhal 1980). As Waldo put it (1946, 399):
    ‘one man’s red tape is another’s treasured procedural safeguard’, later reiterated by
    Kaufman (1977, 4) as: ‘one person’s red tape may be another’s treasured safeguard’.
    Such procedural safeguards are more likely to be valued by managers that are able to
    oversee the larger organizational picture, as opposed to employees that find them-
    selves confronted with (perceived) excessively burdensome procedures blocking their
    individual promotion or pay raise.

    Based on the above, we expect that the negative effect of red tape on procedural
    satisfaction in the context of a promotion procedure is less pronounced for managers.
    This leads to the following hypothesis:

    H2: The negative effect of red tape on procedural satisfaction is weaker for managers

    Next to analysing the moderating effect of a core situational characteristic (being a
    manager or not), we also analyse the role of a core attitude: political ideology, which
    can range from very conservative to very liberal. These ‘liberal/conservative self-
    identifications’ have been extensively studied in political science and related fields
    (Conover and Feldman 1981; Ross, Lelkes, and Russell 2012; Sibley, Osborne, and
    Duckitt 2012). Studies have linked political orientations to very diverse topics,
    showing that conservatives are more sensitive to disgust (Inbar et al. 2012), more
    intolerant for ambiguity (Jost et al. 2003), and have a larger amygdala volume (Jost
    and Amodio 2012).

    In the context of core public management topics, it has been shown that liberals
    are more likely to self-sacrifice, which is a dimension of public service motivation

    PUBLIC MANAGEMENT REVIEW 1315

    (Perry 1997). Furthermore, Piotrowski and van Ryzin (2007) find that both liberals
    and conservatives value transparency, but they value different types of transparency
    (e.g. conservatives value safety-related information more than liberals). To our
    knowledge, no existing studies have directly related red tape to political ideology.
    Yet, we expect that political conservatives are more sensitive to red tape than are
    liberals. Political psychologists and public administration scholars have argued that
    conservatives value efficiency and freedom more than do liberals (e.g. Skitka and
    Tetlock 1993; Rudolph and Evans 2005; Jacoby 2000; Lavertu and Moynihan 2013).
    Since red tape is mostly linked to managerial and political over-control, which limits
    both efficiency and freedom (Bozeman 1993; Bozeman and Feeney 2011), we expect
    red tape to have a stronger negative effect on satisfaction for individuals with a more
    conservative political ideology.

    H3: The negative effect of red tape on procedural satisfaction is stronger for political
    conservatives

  • Data and methods
  • Setting and design

    We test our hypotheses using the crowdsourcing service Amazon Mechanical Turk
    (MTurk), an online environment where researchers can posit experiments.
    Crowdsourcing studies are novel to public administration research, but quite common
    in other fields of research such as psychology and political science (Buhrmester, Kwang,
    and Gosling 2011; Berinsky, Huber, and Lenz 2012). An important advantage of crowd-
    sourcing is that it allows the researcher to use a more heterogeneous respondent group
    than students (Germine et al. 2012). In their study entitled ‘Is the Web as good as the
    lab?’, Germine et al. (2012) conclude that data from MTurk is a source of high-quality
    data for cognitive and perceptual experiments that is similar to data collected in the lab.

    Our experiment involved two treatments: a low and high red tape treatment,
    which is in line with Tummers et al. (2016). In both treatments, participants were
    shown a text about an organizational promotion procedure, as shown in the
    Appendix. Our operationalization of red tape consists of two elements: procedural
    length and administrative delay (Kaufmann and Feeney 2014; Bozeman, Reed, and
    Scott 1992; Pandey and Bretschneider 1997; Bozeman and Kingsley 1998). The high
    red tape procedure is based on the second author’s experiences with actual organiza-
    tional evaluation procedures in the public and private sector, and includes an
    extensive list of burdensome checks and balances. Specifically, the high red tape
    treatment consists of eight procedural steps and is said to take 18 hours to complete.
    By contrast, the low red tape treatment is much more streamlined, consists of just
    two steps, and is said to take 1 hour to complete.

    The experimental design consisted of three parts. In the first part, participants
    were asked to provide some general information about themselves such as age,
    gender, and political ideology. The second part asked participants to answer a
    number of questions regarding their personality. In part three of the study, partici-
    pants were randomly assigned either the high or low red tape text about the promo-
    tion procedure, and subsequently asked to answer a number of questions about this
    procedure with regard to red tape and procedural satisfaction.

    1316 W. KAUFMANN AND L. TUMMERS

    The experiment was implemented in the online survey program Qualtrics. One of
    Qualtrics’ features is random assignment of respondents to different treatments,
    which is an essential requirement for doing any type of experimental research. The
    Qualtrics survey link was included in the MTurk task, which is called a human
    intelligence task (HIT). When posting a HIT on MTurk, requesters can select criteria
    that respondents must meet in order to participate. For purposes of this study, we
    required workers to have a HIT approval rate of at least 95%, with a minimum of
    1,000 approved HITs. Furthermore, to avoid any cultural bias in our study, workers
    were required to be US based. These are standard criteria (Berinsky, Huber, and Lenz
    2012; Jilke, Van Ryzin, and Van de Walle 2016).

    Workers were rewarded $0.60 for completing our study, which was said to take
    roughly 10 minutes to complete (the final average completion time was 12 minutes
    and 34 seconds). To receive their reward, workers were given a three digit code at the
    end of the Qualtrics survey that had to be entered in the MTurk HIT. Again, this is
    common practice for MTurk studies (Buhrmester, Kwang, and Gosling 2011; Cohen,
    Panter, and Turan 2013).

    Sample

    In total, 178 MTurk users participated in our experiment. We deleted twenty-four
    participants as they did not fill out any of the dependent variables. To check if
    participants were paying attention during our experiment, we inserted the follow-
    ing attention check question in the survey (which was shown in a list of other
    items the respondents should answer to): ‘Please do not provide a response here.
    This is to control for random answers’. Including a control question in an
    experiment is not only an effective way to determine if respondents are actively
    participating in the study, but also helps increase the attention of respondents as
    they do not know whether a similar question will appear later on (Peer, Vosgerau,
    and Acquisti 2014). As a result of this check, an additional thirteen respondents
    were deleted from the analyses. Hence, our final sample consists of 14

    1

    respondents.

    We checked the sample for homogeneity for the potentially important back-
    ground variables age, gender, managerial position, and political orientation that
    could influence procedural satisfaction. As shown in Table 1, 57per cent of the
    sample consists of females. Furthermore, the average age was 34 years, 28 per cent
    of the respondents had a managerial position and participants’ political orienta-
    tion was, on average, 3 on a 5-point Likert scale ranging from very left wing (1) to
    very right wing (5).

    Table 1. Background characteristics of control and treatment groups.

    % Female Age
    Political preference

    (1–5 scale)
    Managerial position

    (yes/no)

    Control group (low rule burden) 59.09% 34.45 3.05 24.24%
    Treatment group (high rule
    burden)

    54.67% 33.28 2.87 32.00%

    Mean 56.74% 33.83 2.95 28.37%
    Difference tests Chi-square = .002,

    p = .96

    5

    F = .420,
    p = .520

    F = .479,
    p = .479

    Chi-square = 1.040,
    p = .352

    PUBLIC MANAGEMENT REVIEW 1317

    Measures

    Procedural satisfaction was based on the American Customer Satisfaction Index scale
    as developed by Fornell et al. (1996) and applied by Tummers et al. (2016). The scale
    consists of four items with five response categories that ranged from ‘very dissatisfied’
    to ‘very satisfied’. These items were adapted to fit the fictitious promotion procedure
    used in this study. The four-item scale had a reliability of .92 and adequate factor
    loadings, as shown in Table 2. The items were preceded by the text ‘The following
    questions ask you to indicate how satisfied you are with Organization Y’s promotion
    procedure.’

    Managerial position was measured by asking respondents ‘Do you have a manage-
    rial position at work? (in other words, do you supervise others?)’, with ‘yes’ and ‘no’
    as answer categories. Political ideology is measured by asking ‘In general, how would
    you describe your political ideology?’, with a 7-point scale, ranging from very liberal
    to very conservative (see also Baumgartner and Morris 2009).

    Manipulation check

    Before discussing the results, we need to confirm that participants assigned to the
    high red tape treatment (manipulation) perceived higher levels of red tape compared
    to our control group (who were assigned the low red tape vignette). To this end, we
    measured red tape in two ways. First, we used the general red tape scale of Rainey,
    Pandey, and Bozeman (1995), which was adapted to fit our promotion procedure and
    read: ‘If red tape is defined as “burdensome administrative rules and procedures that
    have negative effects on an organization’s effectiveness”, how would you assess the
    level of red tape in Organization Y’s promotion procedure?’. In line with existing red
    tape research (e.g. Bozeman and Feeney 2011), we used a scale ranging from 0
    (‘almost no red tape’) to 10 (‘great deal of red tape’).

    Given the potential problems with this general red tape item (Feeney 2012), we
    also used another item to measure the degree of red tape. Since our text is a
    promotion procedure that relates to all employees, we adapted the personnel red
    tape item about promotion from Rainey et al. (1995, 574) as follows: ‘This promotion
    procedure makes it hard for a good employee to move up faster than a poor one in
    Organization Y.’ We used a 5-point Likert scale with response categories that ranged
    from ‘strongly disagree’ to ‘strongly agree’.

    ANOVA tests showed that the manipulation was successful. Respondents in the
    treatment group indeed reported a significantly higher degree of general red tape
    than respondents in the treatment group (MTreatment = 7.44, SD = 2.22;
    MControl = 3.48, SD = 2.52; F = 98.00, p < .001). Furthermore, the treatment group

    Table 2. Measurement of procedural satisfaction.

    Items Factor loadings

    How satisfied are you with this promotion procedure overall? .927
    How satisfied are you with the length of this promotion procedure? .86

    4

    How satisfied are you with this promotion procedure compared to your expectations about
    a promotion procedure?

    .945

    How satisfied are you with this promotion procedure compared to an ideal promotion
    procedure?

    .928

    1318 W. KAUFMANN AND L. TUMMERS

    reported higher personnel red tape (focused on promotion) than the control group
    (MTreatment = 3.15, SD = 1.21; MControl = 2.44, SD = 1.05; F = 13.48, p < .001).

  • Results
  • Hypothesis 1 states that red tape will have a negative effect on procedural satisfaction.
    The results provide clear support for this hypothesis. Respondents in the control
    group (low red tape) assessed the procedural satisfaction of the promotion procedure
    with a mean of 3.51 (SD = 0.87) on a scale of 1–5. By contrast, the treatment group
    (high red tape) rated a far lower level of satisfaction, averaging 2.47 (SD = 1.06). This
    difference is highly significant (F(1,137) = 39.751, p < .001, partial η2 = .225).

    In order to test the moderating effects of managerial position and political
    ideology, we specified two hierarchical regression models, which are shown in
    Table 3. Using these regression analyses, we can analyse whether a combination of
    factors impact red tape.

    In Model 1, we include the main effects of red tape (control = 0 or treatment = 1),
    managerial position, and political ideology on procedural satisfaction. In the second
    model, the interaction effects are added. We calculate the adjusted R2 for both model
    specifications and determine which model explains the most variance (adjusted for
    the number of variables). In the first model (main effects only), the adjusted R2 is
    .220. Since managerial position and political ideology have no significant relationship
    with procedural satisfaction, most of the variance is explained by the negative effect
    of red tape on satisfaction (in line with Hypothesis 1). Adding the interaction effects
    in the second model increases the adjusted R2 to .243. The interaction between red
    tape and managerial position is – as expected – positive, but insignificant. Although
    the results are consistently in line with our predictions, effect sizes are small and fail
    to be significant (β = .074, p > .05). As a result, hypothesis 2 is not supported. This
    result is also shown graphically in Figure 1, as the dashed lines for managers are
    above the solid lines for non-managers for satisfaction.

    By contrast, hypothesis 3 is supported, as we find a significant interaction effect
    between red tape and political ideology on procedural satisfaction (β = −.176/,
    p < .05). Hence, the negative effect of red tape on procedural satisfaction is stronger for more politically conservative individuals than it is for people who are more

    Table 3. Hierarchical regression analyses for variables predicting procedural satisfaction.

    Procedural satisfaction

    Model 1 – Control or treatment
    Model 2 – Adding managerial position

    and political ideology interaction

    Red tape −.486** −.474**
    Managerial position .067 .082
    Political ideology −.092 −.114
    Red tape and managerial position – .074
    Red tape and political ideology – −.176*
    Adjusted R2 . 220** .243**

    Standardized beta coefficients are presented and reported in bold if significant. *p < .05, **p < .01. The following criteria are met (based on Field 2009). Criterion of no multicollinearity (No VIF values above 10 and average close to 1). No exclusion of influential outlying cases was required (using case wise diagnostics: <5% above standardized residual >|2|, Cook’s
    distance < .01 (criterion < 1). Criteria of homoscedasticity and normality met.

    PUBLIC MANAGEMENT REVIEW 1319

    liberal. This finding is supported by Figure 2, which shows that while both con-
    servatives and liberals are quite satisfied in the low red tape scenario, conservatives
    are slightly more satisfied. In the high red tape situation, both groups are less
    satisfied, but the effect of red tape on satisfaction is much more pronounced for
    conservatives than liberals.

  • Discussion
  • Building on the replication typology put forward by Tsang and Kwan (1999), our
    study aims to generalize and extend the Tummers et al. (2016) experiment on the
    negative effect of red tape on procedural satisfaction. Specifically, we extend the
    Tummers et al. (2016) study by using a different country (the United States versus
    the Netherlands), population (online versus students), and setting (an organizational

    1

    1,5

    2

    2,5

    3

    3,5

    4

    4,5

    5

  • Low Red Tape
  • High Red Tape
  • P
    ro

    ce
    du

    ra
    l s

    at
    is

    fa
    ct

    io
    n

    Not a manager

    Manager

    Figure 1. Main effect of red tape on procedural satisfaction. No significant interaction effect with managerial
    position present.

    1

    1,5

    2

    2,5

    3

    3,5

    4

    4,5

    5

    Low Red Tape High Red Tape

    P
    ro

    ce
    du

    ra
    l s

    at
    is

    fa
    ct

    io
    n

    Liberal views

    Conservative
    views

    Figure 2. Main effect of red tape on procedural satisfaction. Significant interaction effect with political
    ideology present.

    1320 W. KAUFMANN AND L. TUMMERS

    promotion procedure versus a citizen passport renewal procedure). Furthermore, we
    include two different moderators that may affect the negative effect of red tape on
    satisfaction in our particular context, namely managerial position and political
    ideology (instead of knowledge of politics and emotional reactance).

    We find that higher levels of red tape are indeed associated with lower perceived
    procedural satisfaction. Furthermore, our results show evidence for an interaction
    effect between red tape and political orientation, as more politically conservative
    individuals perceive lower levels of satisfaction. Yet, we do not find evidence for a
    significant interaction between red tape and managerial position. In sum, we were
    able to both replicate and extend the negative effect of red tape on satisfaction in a
    different setting. On the one hand, these findings imply that the main negative effect
    of red tape on satisfaction seems quite robust. On the other hand, we have also
    identified a need for future studies to further tease out the (contextual) specifics of
    the relationship between red tape and satisfaction.

    In addition to these theoretical findings, we also show how the crowdsourcing
    service Amazon’s MTurk can be used effectively for experimental public administra-
    tion research. Using a relatively small budget, we were able to get a diverse sample of
    participants for our study. This platform does not only offer much potential for
    testing and administering novel experiments, but is also a convenient and low cost
    option for replication studies. Crowdsourcing studies are already common in other
    research domains such as psychology and political science, and hopefully this study
    will serve as a stepping stone for future crowdsourcing studies in public administra-
    tion research.

    Before discussing the implications of this research, it is important to note some
    limitations of the current study at this point. First, the experimental design consisted
    of a single stylized organizational promotion procedure, which raises concerns about
    external validity. Second, in this study, we only focus on red tape effects. Future
    research may want to incorporate both antecedents and consequences of red tape in a
    single experimental design. Third, the current study could be extended to take into
    account different stakeholder groups. For example, given its exploratory nature, our
    experimental design did not include separate manager and employee roles. By
    explicitly assigning different roles to participants, future studies can account for the
    stakeholder specific nature of red tape.

    More generally, this study shows that integrating concepts from other disciplines,
    such as management and psychology, can help broaden the depth and scope of red
    tape research (see also Grimmelikhuijsen et al., forthcoming). These interdisciplinary
    studies need not be limited to procedural satisfaction. Indeed, organizational psy-
    chology concepts such as vitality (Kark and Carmeli 2009), work engagement
    (Schaufeli, Bakker, and Salanova 2006), and flow (Csikszentmihalyi 1997; Salanova,
    Bakker, and Llorens 2006) offer much potential for enhancing our understanding of
    red tape. In this light, the concept of work engagement seems especially interesting,
    as some research argues that work engagement leads to lower red tape (Torenvlied
    and Akkerman 2012), while others suggest that red tape leads to lower work
    engagement (Bakker et al. 2007).

    Concluding, our study highlights the pathological nature of red tape as it
    negatively affects procedural satisfaction, particularly so for people who are
    more politically conservative. An extensive and diverse literature in consumer
    research, management, psychology, and public administration has shown that

    PUBLIC MANAGEMENT REVIEW 1321

    satisfaction has important implications for both organizational performance and
    an individual’s levels of motivation and trust. At an abstract level, firms that are
    unable to satisfy their clients’ needs eventually go bankrupt, while public agencies
    with poor citizen satisfaction ratings face budget cuts or reorganizations.
    Employees that feel dissatisfied with their job become demotivated, which can
    result in absenteeism, an increased number of errors, and getting transferred to
    another position. Our findings imply that high red tape procedures play part in
    (dis)satisfaction assessments. As a result, (re-)designing rules to arrive at the
    lowest overall amount of red tape can mitigate the negative effect of red tape on
    satisfaction and subsequently yield substantial benefits for all rule stakeholders
    involved.

  • Disclosure statement
  • No potential conflict of interest was reported by the authors.

  • Notes on contributors
  • Wesley Kaufmann is an assistant professor of accounting at the faculty of economics and business at
    the University of Groningen and a research fellow at Arizona State University. His research focuses
    on rule evolution, Europeanization, and red tape.

    Lars Tummers is an associate professor of public management at the Utrecht School of Governance
    and a research fellow at Arizona State University. His main research interests are public manage-
    ment, leadership and government-citizen relations. Related to this, he is developing an interdisci-
    plinary field combining psychology and public administration, called Behavioral Public
    Administration.

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    Appendix

    Text of red tape vignettes

    Low Red Tape

    Organization Y has introduced a new promotion procedure.

    The procedure consists of a number of steps. These steps relate to the promotion procedure of a single
    employee. We will present these steps to you below.
    Hereafter, you will be asked some questions about what you think of this procedure.

    Step 1: Draft of Yearly Development Plan
    At the start of the year, the employee writes down a number of goals for the following year in a Yearly
    Development Plan and sends this Plan to his /her supervisor. The supervisor may add new goals or adjust
    the goals formulated by the employee.

    This step takes half an hour.

    Step 2: Evaluation of Yearly Development Plan
    At the end of the year, the employee and supervisor discuss to what extent the goals outlined in the Yearly
    Development Plan have been achieved during a face-to-face meeting. After the meeting, the supervisor
    decides whether or not to promote the employee.

    This step takes half an hour.

    1326 W. KAUFMANN AND L. TUMMERS

    https://doi.org/10.1093/jopart/mup004

    https://doi.org/10.1093/oxfordjournals.jpart.a003515

    High Red Tape

    Start of the year
    Step 1: First draft of Yearly Development Plan
    At the start of the year, the employee submits a first draft of the Yearly Development Plan, describing the
    employee’s general development goals (1,000–1,500 words in total).

    This step takes two hours

    Step 2: First draft of Project Development Plans
    In addition to the Yearly Development Plan, the employee also has to fill out Project Development Plans.
    These specify goals for the employee’s three most important projects (1,000–1,500 words in total).

    This step takes two hours.

    Step 3: Discussion of Plans
    The employee discusses the Yearly Development Plan and Project Development Plans with his /her supervisor.

    This step takes two hours.

    Step 4: Finalizing Plans
    Based on the outcomes of the meeting with his /her supervisor, the employee submits final versions of the
    Yearly Development Plan and Project Task Development Plans.

    This step takes two hours.

    End of the year

    Step 5: Self-evaluation of Yearly Development Plan
    The employee rates his /her performance for all goals outlined in the Yearly Development Plan (500–1,000
    words in total).

    This step takes two hours.

    Step 6: Self-evaluation of Project Task Development Plans
    The employee rates his /her performance for all goals outlined in the Project Task Development Plans (500–
    1,000 words in total).

    This step takes two hours.

    Step 7: Supervisor evaluation of Plans
    The supervisor rates the employee’s performance for all goals outlined in the Yearly Development Plan and
    Project Development Plans (1,000–1,500 words in total).

    This step takes two hours.

    Step 8: Promotion decision
    All evaluations are sent to an internal promotion committee. This committee, which consists of three
    directors from divisions other than employee’s own division, reviews the Plans and their evaluations and
    decide on promotion.

    This step takes two hours.

    PUBLIC MANAGEMENT REVIEW 1327

    • Abstract
    • Introduction

      Literature and hypotheses

      The red tape literature: Main findings and limitations

      Red tape and procedural satisfaction

      Moderating variables: Managerial position and political ideology

      Data and methods

      Setting and design

      Sample

      Measures

      Manipulation check

      Results

      Discussion

      Disclosure statement

      Notes on contributors

      References

    • AppendixText of red tape vignettes
    • Low Red Tape

      High Red Tape

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