Figure D1 provides an overview of the steps undertaken to identify and interview a sample of high-level
smugglers. We first obtained data from the U.S. Sentencing Commission (USSC), coordinated with the
Bureau of Prisons (BOP), and most importantly, gained approval for the study from Abt's Internal
Review Board (IRB)27.
Figure D1
Steps To Interview High-Level Cocaine Smugglers

Sample Selection
Sample selection procedures were developed to identify high-level drug smugglers who have experience
smuggling large loads of illegal drugs into the United States. We focused on smugglers who were likely
to have information on smuggling behavior patterns, perceptions of interdiction activities, and attitudes
about the risks associated with smuggling drugs into the U.S. The goal was to identify at least 100 such
prisoners and, predicting a 50% response rate, to obtain 50 interviews. It is important to note that the
sample selection process was purposive, rather than random.
U.S. Sentencing Commission Data
Under Congressional directive, the Sentencing Commission receives official documents on each felony
offender sentenced in the federal courts, including the judgment and commitment order, pre-sentence
investigation report (PSR), written plea agreements, statement of reason for sentencing, and guideline
application. From these documents, the Sentencing Commission codes approximately 300 variables into
their database. These variables include such things as the amount of drugs involved, the offender's role in
the offense, number of co-defendants, jurisdiction, sentence imposed, and demographics of the offender.
The PSRs provide an opportunity to incorporate in-depth information about offenses. The reports offer
detailed descriptions of how the offense occurred, how the arrest/indictment occurred, the role federal
officials played in securing an arrest or indictment, the number of participants, reasons for the offender's
participation, amount and use of weapons, how much the offender knew about the offense, demographic
information (e.g., marital status, health, education, drug use, employment, family relationships), and prior
criminal record and prior drug involvement of the offender. The files also include copies of the
indictment, plea agreement, objections by the prosecutor or the government, and the sentencing report.
Sample selection began with the identification of all those offenders sentenced between 1992 and 1998
and serving time for a violation of section 18 U.S.C. 2D1.1. This section refers to unlawful
manufacturing, importing, exporting, or trafficking of illegal drugs (including possession with the intent
to commit these offenses and attempt or conspiracy). The time frame was limited to offenders sentenced
since 1992 because our interest is primarily on smuggling activities that occurred in the 1990s and
because 1992 was the first year that the Bureau of Prisons began distinguishing between crack and
powder cocaine. This distinction is important because prior to 1992 it is impossible to identify whether
the primary drug related to the trafficking offense was crack or powder cocaine. Fiscal year 1998 was the
cutoff because this was the most recent data available.
The U.S. Sentencing Commission provided their electronic database for all offenders sentenced from
1992 through 1998 for drug trafficking, as either the primary or one of the five most serious charges.
Four hundred and fifteen (415) offenders were identified who met these criteria.
Of these 415, we wished to distinguish between high-level drug smugglers and those who operated at a
lower level. Based on the literature, our interviews with undercover agents, and conversations with USSC
staff, variables that distinguished between these two groups included:
- aggravated role in the offense
- criminal history points28, as calculated from the defendant's prior criminal history
- offense level29, the defendant's final adjusted offense level
- acceptance of responsibility
- defendants' departure status, including whether the defendant provided substantial assistance
We reviewed the majority (93%, or 51 of 55) of 1998 PSRs30 to assess how each variable was related to
the offender and the instant offense. Part of this sample (39) included all those who had either accepted responsibility or cooperated with the government, under the assumption that this would be the group that
would be the most likely to agree to an interview. The reviewers paid particular attention to the
differences between those that accepted responsibility or provided substantial assistance and those who
did not, however, ultimately this difference didn't affect our decision.
Although the level of detail in each PSR varied across reports, a specific set of elements, when available,
were coded for each report (see Appendix DI for the coding document developed for culling information
from PSRs). The coded data included background information (age, place of birth, education, and
ethnicity), prior arrests and sentences, and the specifics of the instant and other offenses (region of
smuggling activity, role in the offense, size of the load, type of drug, method of conveyance, codefendants
and any other information provided). This information was used to make a determination of
the offender's level of involvement in drug. Selection at this point was done through a case by case
assessment of the decision-making authority the offender had in the instant offense, their past experience
smuggling drugs, and their role in the instant offense.
The primary variable used to make this assessment was the role in the offense, where mules, couriers, offloaders,
and those who managed, led, or supervised activities that were unrelated to the transport were
excluded from the pool of eligible interviews. The role of the defendant in the instant offense was
typically well documented in the PSR. We also focused on the scope of the operation that the defendant
was overseeing and the defendant's relationship to the actual importation of the drugs.
The review indicated that U.S. citizens were more likely to have authority over picking-up the smuggled
load and distributing the drugs within the U.S. and were less likely to have had any decision-making
authority over the actual transport of the drugs into the U.S. We also found that females were more likely
to have played a minor role in the offense, often acting as couriers, mules, or assistants to their male
companion. Based on the review of the sample of 1998 PSRs, the following decisions were made to
narrow the pool of eligible interviewees for offenders sentenced in all years:
- Women were excluded from the sample due to the expense associated with interviewing at
both female and male correctional institutions.
- U.S. citizens with no prior convictions and who were not leaders or organizers of more than 5
people as part of a smuggling operation were excluded from the sample. Offenders who fit these
criteria were more likely to be transporting drugs within the U.S. and, if involved in the actual
transport, had reduced roles in the transportation activities, such as courier, mules, or off-loaders. Therefore, the U.S. citizens who remained were all those with a criminal history, regardless of their role, or who were leaders or organizers of a conspiracy involving 5 or more people. The reason these criteria could not be extended to non-U.S. citizens was because the non-U.S. criminal history is not systematically recorded.
- All offenders with an offense level below 32 were excluded from the sample. A base offense
level of 32 indicates that one smuggled or conspired to smuggle at least 5 kilograms but less than
15 kilograms of cocaine into the U.S. This criteria would include the majority of cases where the
offenders held leadership positions in a conspiracy to smuggle more than 15 kilograms of
cocaine.
The following are examples of cases reviewed:
Case 1: A 37 year-old Haitian who recruited body carriers to transport drugs from Haiti to the U.S. on commercial airlines.
Case 2: A 52 year-old Cuban worked for an organization receiving drugs transported via a
commercial vessel and distributed drugs within the U.S. His role was to hire people to transport
the drugs to retailers in the U.S.
Case 3: 47 year-old Cuban who worked with Colombian contacts to organize airdrops to private
vessels in the Bahamian waters.
Case 4: 53-year old U.S. citizen who was responsible for all aspects of the transportation of up to 600 kilos of cocaine through Puerto Rico and the Caribbean Islands into the U.S., using a variety of methods.
The first two cases were excluded because PSR information indicated that they worked for someone else who was the actual organizer of the operation. The defendants described in cases 3 and 4 were described as being more involved in the organization of the transportation operations and were included in the sample.
The BOP matched the selected inmates to prison data, identifying the prisons where the offenders were housed. As Figure D2 depicts, the 174 offenders were located in 50 separate prisons (with anywhere from 1 to 15 offenders per prison, indicated in the figure by the size of the pentagon), scattered across the U.S. It would have been cost prohibitive to go to all the prisons, so we limited ourselves to prisons where there were four or more offenders or there was someone that we were particularly interested in. Figure D3 summarizes the sample selection process.
Figure D2
Location of Prisoners

Figure D3
Sample Refinement Process

Final Sample and Interview Process
Interview Process
Ultimately we went to ten different prison facilities. Because the warden has complete control over the
facility, the interview procedure varied from prison to prison. In general, inmates were placed on "call
out"31 and were taken to a room in the institution for the interview. In some cases inmates were
approached about the study by prison staff and in others interviewers approached inmates.
Reasons for refusal included claims of innocence, mistrust of the confidentiality claim, not wanting to
relive the past, attorney recommended non-participation, and hearing what the interview was about before
hand and already decided on non-participation. One interview was not completed after signing the
informed consent because language barriers became too difficult.
Subjects who agreed to participate seemed interested in sharing their experiences with the interviewers.
A few subjects also mentioned that they were already cooperating with the government in some capacity
so felt they had nothing to hide. The subjects did not request additional assurances of confidentiality
during the interview and did not ask any questions or express any concerns after the interview.
Additionally, no one refused to answer any questions during the interview. Interviewers obtained
interviews from eleven inmates.
Although the approach used by the interviewers to gain participation was standard, the call out procedure
and privacy level was different at each institution. For example, At Miami FCI, inmates were scheduled
for a 30-minute call out to the Psychology Department. Those who agreed were then scheduled for a
second call out for either that afternoon or the next morning and interviewed in either an empty office or a
conference room. The facility had decided that call outs to the Psychology Department would raise the
least number of questions among the inmates. Although the interviewers were initially concerned that the
inmates who agreed to participate may change their mind once they returned to their cell, the interviewers
did not find this to be a problem. In addition, the break gave two inmates the time to consult their
attorneys before participating.
Overall, the inmates seemed willing to participate, regardless of the call out procedures or the level of
privacy in the interviewing area. Appendix DII summarizes experiences at each of the ten facilities
visited.
The Interview Guide
The interview guide was designed for conducting a semi-structured open-ended personal interview.
Talking points developed based on a variety of methods. First, interviews were conducted with four U.S.
Customs Agents who had worked undercover narcotics cases in the preceding 24 months in all four
regions of the United States. Second, the interviews were supplemented by extensive input from Coast Guard and Customs sponsors. The third basis for developing the guide was a review of the extant literature.
The interview guide (see Appendix DIII) examined a variety of topics, including prior arrest and
convictions, the specifics of the inmate's first, most recent, and typical smuggling offense, and
perceptions of the risk associated with smuggling drugs into the U.S. Questions were also included to measure the smuggler's reaction to various levels of risk of apprehension, conviction, and sentence. The wording, order, and follow-up questions were dependent on the inmate's responses. Interviews were tape recorded to insure accurate recording of the interviewees' responses. Validity checks were also made across responses and against official records and offense information contained in the pre-sentence report.
The instrument was translated into Spanish and was used in those cases (8) where the inmate was more
comfortable discussing their smuggling activities in Spanish. When conducted in Spanish, a translator
was used to translate the questions asked by the interviewer and the responses provided by the inmate and
were tape recorded as well.
Sample Description
Interviewees varied in age from 32 to 70, with an average age of 48. Participants in the study were
arrested for their current offense between 1988 and 1997, and 59% of the sample was arrested in 1993 or
later. According to the PSRs, subjects' average period of incarceration was 305 months (about 25 years).
Sentence lengths ranged from 10 months to 470 months. 15 out of 34 respondents (44%) had prior
criminal history points (reflecting past U.S. convictions). Only 2 of those without U.S. criminal records
admitted to any prior non-U.S. arrests.
Just under half (46%) of the reporting sample classified their ethnicity or background as being Cuban, a
quarter (25%) Colombian, 11% Puerto Rican, 7% Venezuelan, 4% Haitian, 4% Peruvian, and 4%
Bahamian. Six respondents did not specify their ethnicity. According to the PSRs, 31 respondents (94%)
were classified as 'white' (both Hispanic and Anglo), 2 (6%) were classified as 'black', and 1 was not given an ethnicity or background classification.
The PSRs document that at the time of sentencing, 16 respondents (47%) were U.S. citizens, 11
respondents (32%) were U.S. residents or legal aliens, 5 respondents (15%) were illegal aliens, and 2 respondents (6%) were non-U.S. citizens. During the interviews, 43% of the reporting sample indicated
having a U.S. citizenship, 23% Colombian, 13% Cuban, 10% U.S. resident alien, 3% Venezuelan, 3%
Peruvian, and 3% Bahamian. Four respondents did not report their citizenship status.
During the interviews, 23% of the sample reported ending their studies in elementary school (before 9th
grade), 29% reported having a high school diploma or GED (and no further formal education) or some
high school experience, 29% indicated having some college experience, 16% claimed having a college
degree, and 3% reported having some graduate school experience (one respondent). Three respondents
did not indicate the level of education they completed. According to PSRs, 16 respondents (48%) did not
continue their formal education past the high school level.
According to the respondents, 40% of the sample had engaged in occasional or social drug use (mostly marijuana and cocaine), 28% had used illicit drugs moderately (once or twice a week), 20% had never used illicit drugs, and 12% had used illicit drugs heavily. Nine interviewees did not report their level of prior personal drug use.
The average age at which subjects first became involved in drug smuggling was 31. 32% of the sample
reported that their first involvement with drug smuggling occurred between the ages of 16 and 25.
Subjects indicated that their length of involvement in drug smuggling ranged from 1 year (instant offense representing their first involvement) to 24 years, with an average of 11 years.
Excluding those who said this was their first drug related offense (5 respondents), the average length of involvement in drug smuggling was 14 years. Results from the interviews indicate that the average number of career smuggling trips among interviewees was 30, ranging from 1 to 200. Excluding those who said that the instant offense represented their first time, respondents averaged 39 trips before apprehension. Thirty-two percent of these reported involvement in over 50 trips during their careers.
According to the interviewees, the average load size for a typical smuggling operation was approximately 900 kilograms, although load size varied widely with transportation method. Although smugglers' exaggerations and limitations must be taken into account when interpreting load amounts, over half of the sample (59%) reported average load sizes of 500 kilograms or more.
Although all interviewees were informed that their responses would not affect their standing within the criminal justice system, answers relating to particularly sensitive and potentially incriminating acts should be viewed with some degree of discretion. Researchers had to take into account both hyperbole and the extent to which respondents might curtail potentially incriminating information. However, the vast majority of interviewees were forthcoming, and responses rarely contradicted information provided on the PSRs.
All participants in the study accurately identified the current offense for which they were imprisoned.
Subjects probably assumed that we possessed at least this much of their file. Perhaps more surprising
though was their high disclosure rate concerning past offenses. Fully 94% of subjects' criminal history
responses were consistent with those indicated on the PSRs.
Most demographic information gleaned from the interviews was consistent with the PSRs. The majority
of discrepancies dealt with educational background where 18% of the respondents provided responses to
questions about their educational background that did not match the PSR. These participants indicated a
level of education that exceeded the level reported on the PSR (possibly in an attempt to impress
interviewers).
A slightly higher percentage (24%) of the respondents described their role in the offense as being less
than what is indicated on their PSR. This result probably has more to do with the ambiguity of the PSR
terms 'manager' and 'supervisor' than with respondents' possible misrepresentation of their roles. Most
interviews produced detailed explanations of subjects' roles in the offense; discrepancies between
reported roles and roles as indicated on the PSR seemed to be a matter of semantics.
Appendix DIV presents summary information for the sample. Appendix DV provides thumbnail sketches of the final sample interviewed.
27 When a research study involves human subjects, the IRB works with researchers to insure that the subjects are
protected from possible harm.
28 Criminal history points are based on the defendant's prior sentences of imprisonment, whether the instant offense
was committed while the defendant was under an criminal justice sentence, and whether the instant offense was committed within two years after release from imprisonment or escape status on such a sentence.
29 Offense levels are calculated, using prescribed guidelines, by the probation officer prior to sentencing. The
probation officer makes a determination based upon the role the defendant played in committing the offense and is not based solely on the basis of elements in the count of conviction. The court may depart from the
guidelines if the defendant has provided substantial assistance in the investigation or prosecution of another
person who has committed an offense or for other reasons, including, aggravating or mitigating circumstances
of a kind not already taken into consideration, death, use of a weapon or dangerous instrumentality, or for
extreme conduct on behalf of the defendant. The offense level may be changed by the judge during sentencing
or due to objections made by the government or the defendant.
30 1998 PSRs were housed at the USSC (as opposed to offsite storage) and this readily available for review.
31 Call out is when prisoners are called from their cells to receive mail, visitors, or medication, meet with staff, and
conduct other personal business.
Last Updated: March 4, 2002