280 Flashcards
scientific inquiry
a method of inquiry
a way of learning and knowing things that can guide the decisions made in social work practice
can offer protection against human mistakes and other ways of knowing
utility of scientific inquiry in social work
1 - many practitioners use methods that are untested or inadequately tested
2 - need more evidence to guide practice decisions
3 - make practice more effective
explicit norm of science
science is an open-ended enterprise and conclusions are constantly being modified; the scientist may have to overcome a great deal of initial resistance and disparagement
need to critique research quality
publication does not guarantee quality; separating the wheat from the chaff; and answering critics of social work
flaws in unscientific sources
other ways of knowing play important roles in society but knowledge produced sociallly is particularly subject to common errors and fallacies
1 - inaccurate observation 2 - overgeneralization 3 - selective observation 4 - ex post facto hypothesizing 5 - ego involvement in understanding 6 - pseudoscience
the scientific method was developed as an alternative to reduce these problems
inaccurate observations
result from human error, which includes a failure to observe things right in front of us and mistakenly observe things that are not so
overgeneralization
the assumption that a few similar events are evidence of a general pattern
selective observation
the tendency to pay attention to future events and situations that correspond to, or confirm, a pattern perceived to be true
ex post facto hypothesizing
proposing a new argument to explain findings AFTER the ressearch has been conducted; this is not a problem unless the new hypothesis is not tested again in another study
ego involvement in understanding
occurs when personal involvement or investment in a particular result or finding clouds objectivity; a common case is when a developer tests his or her own intervention
pseudoscience
social workers should know enough about research that they can determine between strong and weak studies; it’s pseudoscience if it violates one or more principles or contains fallacies
rejected practices
ineffective or even harmful interventions have been used by practitioners (for example: insight-oriented therapy for schizophrenia, coercive restraint therapies for attachment disorders, critical incident stress debriefing for trauma)
social work research
aims to solve practical problems
reviews of social work effectiveness
practices cannot be assumed to be effective; although research knowledge is growing, a great deal remains unknown about ‘what works’
main reason for research
compassion for clients by providing the most effective services; ethical responsibility requires social workes remain current in relevant research
other ways of knowing
tradition authority common sense popular media experience
(these are important but cannot always be relied upon because we do make mistakes)
tradition
shared meaning and understanding that is often considered obvious
authority
knowledge accepted based on the status or power of the messenger
common sense
reasoning or commonly held beliefs
social work ways of knowing
agreement reality, experiental reality, science
other forms of illogical reasoning
1 - ad hominem attack (discrediting the person)
2 - newness (touting something because it is novel)
3 - bandwagon (everyone else is doing it argument)
4 - straw person argument (distorting an argument in order to attack it)
experience
making observations and seeking patterns of regularities in what we observe
principles of the scientific method
everything is open to question; knowledge is provisional and always subject to change; empirical evidence is based on specified and systematic observation - not authority, tradition, or common sense; studies should be replicable to avoid overgenerationalization
good research is… (principles of the scientific method)
based on a sample of observations that are large and diverse; specified well enough so that it may be accurately replicated by others; honest about potential biases and actively minimizes their effect
scientific observation
the scientific method should be based on scientific observations, which should be specific, systematic, comprehensive, and as objective as possible
contradictory evidence
researchers commit themselves to upholding the evidence revealed, regardless of whether it is contradictory to the conclusions or not
safeguards against illogical reasoning
being careful and deliberate; public nature of science
research hierarchy for EBP
higher-level studies are well designed (systematic reviews and meta-analyses of RCTS, etc.)
1 - reviews 2 - quasi-experimental designs 3 - single case evaluation designs 4 - uncontrolled pretest-posttest 5 - correlational studies 6 - anecdotal case reports and expert opinions
evidence-based practice (EBP)
a process in which practitioners make decisions based on the best evidence available; evaluates outcomes; a practice model based primarily on the scientific method and evidence
steps of the EBP process
1 - formulating a question
2 - searching for evidence
3 - critically appraising the studies you find
4 - determining which evidence-based intervention is most appropriate
5 - applying the intervention; and evaluating progress and providing feedback
bottom-up strategy
search the literature and critically appraise to identify a course of action to be best
top-down strategy
use the results of someone else’s search, usually available in books; not starting from scratch
challenges to EBP
insufficient resources
questions should
target practice decisions and consider variations in client characteristics
CIAO
if one or more interventions are specified in advance:
C - client characteristics
I - intervention being considered
A - alternative intervention
O - outcome
search for the evidence
computerized library searches, searches of professional literature databases, internet search engines, search terms
critically appraise the relevant studies
was treatment outcome measured in a reliable, valid, and unbiased manner? Was the research design strong enough to indicate conclusively?
determine which evidence-based intervention is most appropriate
consider quality of the evidence, client characteristics and context, and values and expectations of clients
evaluation and feedback
communicate findings with relevant colleagues; ongoing discussion of evaluation and outcomes
apply the evidence-based intervention
obtain training in the intervention and readings on how to implement the intervention; arrange for consultation or supervision; formulate measurable treatment goals with client to aid in evaluation
controversies and misconceptions of EBP
1 - ebp is based on studies of clients unlike those typically encountered
2 - ebp is an overly restrictive cookbook that denigrates professional expertise
3 - ebp hinders the therapeutic alliance
4 - ebp is merely a cost-cutting tool
5 - evidence is in short supply
6 - real world problems prevent implementation of ebp
positivism
this paradigm emphasizes objectivity, precision, and generalizability in research; for example: is the new policy effective in reducing poverty?
interpretivism
this paradigm emphasizes gaining an empahtic understanding of how people feel inside, how they interpret their everyday experiences, and what reasons they may have for their behaviors; for example: how do welfare recipients experience their lives changing under the new policy?
critical social science
this paradigm emphasizes oppression and uses research procedures that empower oppressed groups; for example: does the new policy really help the poor or does it keep them oppressed?
feminist
what impact does women the new policy have on poor women?
deductive methods
the researcher begins with a theory and then derives one or more hyptheses from it for testing; quantitative
inductive methods
the researcher begins with observed data and develops a hypothesis to explain the specific observations; qualitative
the wheel of science
science is a process that involves an alternating use of deduction and induction (picture)
ideology
closed system of beliefs and values that shape the understanding and behavior of those in it
paradigm
a fundamental model or scheme that organizes our view of something
objectivity
being completely objective is impossible; it is an import element of scientific inquity, but not all scholars agree on how best to attain it (blind observers, self-report scales outside of researcher’s presence, existing information)
theory
a systematic set of interrelated statements intended to explain some aspect of social life or enrich our sense of how people conduct and find meaning in their lives
empirical support
when our observations are consistent with what we would expect to experience if a theory is correct
hypothesis
a tentative and testable statement about how changes in one thing are expected to explain changes in something else; predicts relationships
independent variables
explains or causes something
dependent variables
the variable being explained or caused
variables and attributes
variable: a concept; attributes: the concepts that make up a variable
credible theories
depend on (1) empirical support of observations and (2) systematic and logical components to help us better understand the world
idiographic model of explanation
aims to explain through the enumeration of the many and perhaps unique considerations that lie behind a given action (ex: why has a particular young man become delinquent?)
probabilistic knowledge
we speak in terms of probability, not certainty
nomothetic model
aims to understand a general phenomenon partially using few factors (ex: what factors are most important for explaining delinquency among young people?)
quantitative research
attempt to produce findings that are precise and generalizable; more appropriate for nomothetic aims
qualitative research
emphasize depth of understanding, attempt to subjectively tap the deeper meanings of human experience, and are intended to generate theoretically rich observations
3 main threats culturally competent measurement
1 - using interviewers who offend or intimidate minority respondents
2 - not using the appropriate language
3 - cultural bias
measurement equivalence
a measurement procedure developed in one culture will have the same value and meaning in other cultures
linguistic equivalence
when an instrument has been translated and back-translated successfully
conceptual equivalence
instruments and observed behaviors have the same meanings across cultures
metric equivalence
scores on a measure are comparable across cultures
complications of culturally competent research
1 - who qualifies as a member of the culture
2 - labeling and classifying
3 - cultures are not homogenous
conceptualization
the process through which we specify precisely what we will mean when we use particular terms
operationalization
an extension of the conceptualization process; begins in study design and continues throughout the research project, including the analysis of data
problem formulation
social work research and EBP begin with problem formulation
measurement error
data do not accurately portray the concept we attempt to measure (systematic error & random error); systematic error: acquiescent response set, social desirability bias, cultural bias
random error
have no consistent pattern of effects; they do not bias the measures (ex: complex, boring measurement procedures or using professional jargon that respondents are not familiar with)
systematic error
when the information we collect consistently reflects a false picture of the concept we seek to measure, either because of the way we collect the data or the dynamics of those who are providing the data
“so what?” test
a good research topic should pass this phase
overview of the research process
phase 1 - problem formulation phase 2 - designing the study phase 3 - data collection phase 4 - data processing, phase 5 - data analysis phase 6 - interpreting the findings phase 7 - writing the research report
“good” research topics
1 - specific
2 - capable of being answered by observable evidence
3 - feasible to study
4 - open to doubt and answerable in more than one way
5 - addresses the decision-making needs of agencies or practical problems
6 - has clear significance for guiding social welfare policy or practice
narrowing a research topic
the narrowing of the topic is impacted by the researcher’s personal interest, the agency’s information needs, feasibility, policy and practice relevancy, and the findings of the literature review
feasability
whether or not a study can be done practically and successfully; not always synoymous with methodological rigor or inferential capacity; researchers must consider scope, time, fiscal cost, ethical issues, cooperation with research partners, study participants
collaboration in the problem formulation process
involving agencies in the process of problem formulation and research design planning helps overcome resistance to research; obtaining critical feedback from colleagues can improve study utility, clarify ideas, uncover alternate approaches to the problem, and identify potential pragmatic or ethical obstacles
literature review
a step in the problem-formulation process; a good grounding in the literature should start prior to selecting a topic and be an ongoing process; it helps determine if the question has already been answered, identify obstacles, and build on existing research
anticipating issues
a step in the problem-formulation process; when planning a study consider time constraints, fiscal costs, lack of cooperation, and ethical dilemmas
purposes of research
exploratory, descriptive, explanatory, evaluation, construct measurement instruments
exploration
a purpose of research; the attempt to develop an initial rough understanding of some phenomenon
description
a purpose of research; the precise measurement and reporting of the characteristics of some population or phenomenon under study