Methods of Data Collection
There are many different ways to collect information that is
important to the evaluation process. These include:
- Focus
Groups
- Community
Interviews
- Key
Informant Interviews
- Demonstration
Sessions
- Observers
- Post-session
Assessments
- Pre-
and Post-tests
- Informal
Surveys
- Games
- Story
Telling
- Case
Studies and Role Plays
- Key
Informant Interviews
- Administrative
Record Keeping
Literature Reviews - A literature review involves
researching what others in your field, or a similar field have discovered. What
types of programs have been piloted in other areas and what were the outcomes.
By taking advantage of the experiences of others, a program planner can
sidestep known pitfalls.
Focus Groups - Focus groups are
another way to collect qualitative information. Focus groups are ideally made
up of from eight to twelve people who have some characteristic in common with
some interest in or connection to a project. They may be service providers,
clients of a program, or members of a specific community. It is best to have a
skilled facilitator run a focus group to ensure that the information is valid.
Some steps to ensure the validity of the information are:
Confidentiality - Confidentiality of participants is
assured. It is very important, especially in small communities that
participants feel comfortable in speaking openly and honestly about the topic
of interest. This may mean that only first names are used and participants sign
a confidentiality agreement.
Recordings - If the session is to be taped for later
transcription and analysis, it is critical to explain this process to
participants and obtain their consents. Otherwise, a scribe should be available
to take non-identifying notes. Ideally, a project should conduct multiple focus
groups to best identify core issues, concerns, barriers, etc. A facilitator may
feel confident with the findings when the conversations starts to become
repetitive and s/he is hearing the same information from a variety of sources.
The meeting arrangements should demonstrate respect and
appreciation for the assistance provided by participants. This includes
providing refreshments, on-site childcare to parents (especially if the project
has a maternal/child focus), transportation to and from the meeting location to
those in need of this service and stipends. These typically take the form of
gift certificates. When developing the evaluation plans, include these expenses
in the budget.
When reporting on focus group findings, it is important to
include background information and why the group was convened, how members were
selected for participation, and non-identifying, general demographics of
participants, e.g. age, gender, ethnicity.
Community Interviews ? Interviews can be guided,
focusing on specific topic, or unguided discussions that range over many
topics. They may also be a series of open-ended questions. The purpose of
interviews is to identify information that is pertinent to a particular
community or area of concern that may not be generally known or understood.
Interviews can also provide information about how a problem or program is being
perceived or understood.
When interviewing several people about the same topic it is
important to maintain consistency across interviews. This is best accomplished
through a predetermined list of open-ended questions. This does not prohibit
the person from probing for additional information that may be relevant to the
project when the situation arises. Often, the information collected by probing
on a response yields the key to underlying issues.
Key Informant Interviews - Key informant interviews
are discussions with community leaders or gatekeepers. Community leaders may be
those formally selected by the community, employees of a health department or
community organization, or others in an official capacity. They can provide
information on social policies and observed areas of needs and/or gaps in
services.
Gatekeepers can provide information on special areas of
interest, community norms and perceptions, and provide suggestions for how to
best work within a community, especially if this is an unfamiliar community.
Gatekeepers are frequently informal community leaders or elders within a
community. One method of identifying informal community leaders is to ask
several different people to whom they would go for advice or information; or
who do they think knows the most about how the community thinks and feels. When
the same name is repeated by different sources, it is likely this person is a
community gatekeeper.
When reporting on interviews, it is important to include
background information, an explanation of how participants were selected, the
circumstances of the interviews, (in homes, public settings, etc.), how the
interview was conducted and non-identifying, demographic information. The
qualitative report should present and focus on recurring trends that emerged
across interviews.
Demonstration Sessions - A
demonstration session is a ??practice run? or a ?pilot session? of an actual
session you plan to conduct. It is the opportunity to test how HIV/STD-related
presentations and seminars ?go over? with participants who represent the
desired target group before they are widely or repeatedly implemented. It is
usually helpful to conduct a demonstration session of any educational program,
making everything about the demonstration as similar as possible to planned
ongoing sessions. Select participants similar to your target audience; use the
person who will actually facilitate or moderate the seminar or workshop; have
ready the curriculum, agenda, and other materials you plan to use; make sure to
hand out to the participants any surveys and/or forms you plan to use, such as
pre- and post-tests and assessment forms; and conduct the session in the actual
setting where the activity is to take place.
Observers - An observer is someone who is present at a presentation, seminar, or
other educational activity involving community groups or individual clients for
the purpose of recording comments, reactions, criticisms, or problems relevant
to the activity. This person can provide useful insight into the quality of a
presentation or intervention, in terms of its content, clarity, delivery, and
appropriateness for the target group. Engage a participant-observer who is a
member of the target group but is asked to pay particular attention to hoe the
intervention is implemented, or a non-participant observer, who may be an
expert on the topic but is not directly involved in the presentation or
project. Observers can do process evaluation for ongoing education and
prevention activities.
Surveys - Surveys can be written or oral, and can collect
information in many types of formats such as open-ended questions, multiple
choice, true/false, and scales. Self-administered surveys are completed by the
person participating in the program intervention and are written. Oral surveys
are administered by a trained interviewer in a one-on-one setting. For most HIV
prevention work, surveys collect information on knowledge, attitudes, beliefs,
and/or behaviors (KABB). Surveys are also used to assess client satisfaction.
Surveys are often used before and after an intervention (pre- post-test) to
measure any changes in KABB.
Surveys are the most quantifiable method of data
collection for the typical, community based organization. The data is
collected, entered into specially designed software programs and analyzed to
identify among other things, statistically significant changes. The data may be
collected in a number of ways, using all levels of staff, including volunteers.
Data entry is very detail-oriented and needs to be handled by very
conscientious individuals. The data analysis requires knowledge and expertise
in statistics and is usually the task of the evaluator.
Types of Surveys
Post-session Assessments - Post-session
assessments are usually one- to two-page survey forms that are handed out to
participants at the end of a workshop or training seminar to assess the
perceived quality and results of the intervention. The assessment seeks to
determine whether participants learned certain information, rejected
stereotypes or myths, or changed attitudes as the results of a specific
intervention. Their responses provide some indication as to the effectiveness
of the intervention session. Where many of the participants have limited
literacy, either all or a sample of participants (every third participant,
perhaps) can be interviewed orally. Or the participants can be given numbered
answer sheets so they can simply circle the appropriate number of a response to
a series of close-ended questions asked by the presenter (e.g., response number
one, two, or three to a particular question). Entirely oral assessments are
possible if the group leader requests that participants raise hands to respond
to certain questions and a sufficient number of observers are present to record
responses.
Pre- and Post-tests - Pre- and
post-tests are usually short surveys designed primarily to assess what
participants have learned as a results of a workshop or other education/prevention
intervention. Because information is obtained before as well as after the
intervention, this approach generates more specific information about how the
intervention affected knowledge and attitudes than is possible with a post-test
alone. Through a series of targeted questions, a pre-test measures an
individual?s knowledge, attitudes, and /or behaviors about a given topic. The
post-test, usually given immediately after the intervention has taken place,
assesses whether an individual has gained new knowledge and perhaps changes
both attitudes and/or beliefs. Pre- and post-tests enable project staff to
determine whether the curriculum seems successful, and to identify types of
information that should be covered more thoroughly in future sessions.
Information Surveys - An
informal survey can be used to obtain information from prevention program
participants and community residents, where formal knowledge, attitude, belief,
and behavior (KABB) studies and follow-up surveys using probability samples and
structured questionnaires are not feasible. Informal surveys can be used to
obtain baseline data on a topic from a specific population group and to assess
the effectiveness of an intervention. An informal survey is usually
administered to a relatively small number of people - 30 to 50. They are
generally selected through ?quota? sampling; that is, the population is divided
into target groups (different security levels, ethnic groups, etc.), and a
pre-determined number of respondents are chosen from each target group to
ensure a representative sample of participants. Informal surveys can provide
valuable information about whether interventions seem to be making a
difference.
Games - Games or
other creative techniques can be used to assess the effects of an intervention
when participants in a training session or some other kind of education
presentation lack basic literacy. Games are especially valuable because they
require active involvement of the group, and may require participants not just
to state but also to apply new knowledge. This may encourage behavior change.
Games can be useful feedback tools even where literacy levels are high, since
they provide an active, interactive, and often entertaining means for obtaining
information about what was learned and how it is likely to be applied to
real-life situations. In using games to evaluate the extent to which new
knowledge, attitudes, or skills have been learned, be sure that the games are
played in small groups or in a way that assures that most or all group members
participate - so the learning of all can be assessed. Have a sufficient number
of staff or other observers present to record the individual responses of the
participants so that as little information as possible is missed. Be sure the situation
- game, role-play, or case study - is carefully planned and explained to the
group.
Story Telling ? Story telling is a traditional
way of learning in Native communities and can be woven into an evaluation
activity. Stories containing traditional characters such as the Trickster can
be developed around the notion of protection against disease. A story can be
developed to have multiple scenarios, each an example of a protective or
destructive behavior. Audience members can participate by choosing a scenario
and be counted as part of an evaluation activity. Audience members can be asked
to create their own story and this can be used in role-play activities.
Case Studies and Role Play - Case
studies and role-plays are other methods of obtaining active feedback. For
example, if a session is designed to help men learn about athlete?s foot and
ways to reduce their risk, a closing role play might put the participants in
pairs or other small groups and give them a case study and role play, with
staff observing and recording whether new knowledge and skills are being
applied. Another approach involves presenting statements that include myths
about the subject, and asking small groups to respond to them. The statements
can be read to each small group by a facilitator if literacy rates are low. The
purpose is to see if information presented in the session was learned and is
applied appropriately to real-life situations.
Administrative Record-keeping - A
consistently used record-keeping system is an essential component of any
evaluation system. Basic record-keeping forms should be maintained for all
projects. The type of information requested, whether quantitative (numerical)
or qualitative (narrative), depends on how the information is to be used (e.g.,
will the form be used to log the number of services provided monthly, or will
it be used to learn about a specific program?)