Factors influencing information seeking by physical therapists providing stroke management.Evidence-based practice (EBP EBP Evidence Based Practice EBP Enterprise Buyer Professional EBP Education Business Partnership EBP European Business Programme EBP Efficiency Bandwidth Product EBP Electronic Billing and Payment EBP Extended Base Pointer EBP Error Back Propagation ) is a relatively new concept that Sackett The Sackett family is a fictional American family featured in a number of western novels, short stories and historical novels by American writer Louis L'Amour. Background et al defined in 1996 as "integrating individual clinical expertise with the best available external clinical evidence from systematic research." (1(p71)) Academic physical therapy programs (2-5) have embraced EBP and strive to prepare students with the knowledge and skills needed to undertake the steps of EBP. These steps include expressing questions that arise from clinical practice in a searchable format; effectively finding the best evidence to address the question, a step that may require an online literature search; and critically appraising the evidence for validity, impact, and applicability to the clinical question. (6,7) After considering the research evidence, clinical expertise, and the patient's needs and preferences, the practitioner decides on a course of action. Continual evaluation of the effect of clinical practice is considered the final step in the EBP process. (1,6-9) Although physical therapists have indicated that the application of EBP is necessary and improves the quality of patient care, (10,11) many do not identify research evidence as a primary source of information to guide clinical practice. (11-16) Underuse underuse Health care The failure to provide a medical intervention when it is likely to produce a favorable outcome for a Pt–eg, failure to give influenza vaccine to an elderly Pt with DM. Cf Misuse, Overuse. of research evidence may be attributable to challenges in undertaking the steps of EBP that precede the use of research, including searching and appraising the research literature. (7) Effectively searching the research literature is an EBP activity that requires considerable knowledge and skills given the extensive Web-based resources currently available to inform physical therapist practice. (17-22) Recent reports indicated that physical therapists who graduated a minimum of 15 years ago are less likely to have learned the foundations of EBP in their academic programs and are more likely to report lower levels of confidence in performing EBP activities, such as searching and appraising the research literature, than therapists who graduated recently. (10,11) Furthermore, health care professionals identify lack of time as the most important barrier to updating clinical practice with new knowledge. (10,11,15,23-25) It is important to know whether therapists are finding time to read the professional literature, given that reading is a prerequisite pre·req·ui·site adj. Required or necessary as a prior condition: Competence is prerequisite to promotion. n. to appraisal and to appropriate application of research findings to clinical practice. For the nursing literature, time spent using the Internet Internet Publicly accessible computer network connecting many smaller networks from around the world. It grew out of a U.S. Defense Department program called ARPANET (Advanced Research Projects Agency Network), established in 1969 with connections between computers at the and time spent reading research articles have been identified as correlates of the use of research, (26,27) highlighting the value of determining what motivates physical therapists to engage in these activities. Few studies have investigated the extent to which physical therapists are searching and reviewing the research literature. A 2002 survey (11) of 488 American American, river, 30 mi (48 km) long, rising in N central Calif. in the Sierra Nevada and flowing SW into the Sacramento River at Sacramento. The discovery of gold at Sutter's Mill (see Sutter, John Augustus) along the river in 1848 led to the California gold rush of physical therapists showed that the majority of the respondents In the context of marketing research, a representative sample drawn from a larger population of people from whom information is collected and used to develop or confirm marketing strategy. rarely conducted online literature searches. As many as 65% of the respondents reported searching the literature with MEDLINE The online medical database of the U.S. National Library of Medicine (NLM) whose parent is the National Institutes of Health, Bethesda, MD. MEDLINE contains millions of articles from thousands of medical journals and publications. The consumer section of the site (http://medlineplus. or other bibliographic databases For computer programs to manage an individual's bibliographic references, see Reference management software A bibliographic or library database is a database of bibliographic information. only one time or not at all in a typical month. (11) Compared with the rate of searching, the rate of reading the professional literature was higher; 66% of American physical therapists reported reading the professional literature 2 to 5 times in a typical month. (11) In comparison, a survey of 206 Canadian Canadian (kənā`dēən), river, 906 mi (1,458 km) long, rising in NE New Mexico. and flowing E across N Texas and central Oklahoma into the Arkansas River in E Oklahoma. physical therapists working in neurological neurological, neurologic pertaining to or emanating from the nervous system or from neurology. neurological assessment evaluation of the health status of a patient with a nervous system disorder or dysfunction. practice showed that 54% reported reading the professional literature on a monthly basis and that 21% reported reading on a weekly basis. (13) The samples in both studies included members of national professional associations that provided peer-reviewed physical therapy journals as part of their memberships. This benefit may have led to a rate of reading higher than that in the general population of physical therapists. The factors influencing physical therapists to search and review the research literature are largely unknown. Evaluations to date have targeted a limited number of variables, including practice and work setting characteristics (eg, number of patients seen, hours worked per day, number of physical therapists, and access to sources of evidence (11)) and practitioner characteristics (eg, time since graduation Graduation is the action of receiving or conferring an academic degree or the associated ceremony. The date of event is often called degree day. The event itself is also called commencement, convocation or invocation. (13)). None of these variables has been related to conducting literature searches, whereas Internet access See how to access the Internet. to bibliographic databases at home has been associated with reading the research literature more than one time in a typical month. (11) After a systematic review of individual determinants of the use of research among nurses, Estabrooks et al (28) recommended that future studies focus not only on practitioner characteristics but also on influential attributes of the research and of the organization. Given that physical therapists' engagement in EBP may be influenced by a complex set of variables, a conceptual framework For the concept in aesthetics and art criticism, see . A conceptual framework is used in research to outline possible courses of action or to present a preferred approach to a system analysis project. is needed to guide the selection of variables for study and the interpretation of study findings in this field of investigation. Several researchers have attempted to classify clas·si·fy tr.v. clas·si·fied, clas·si·fy·ing, clas·si·fies 1. To arrange or organize according to class or category. 2. To designate (a document, for example) as confidential, secret, or top secret. factors that influence the rate of adoption of an innovation with the goal of understanding the level at which intervention A procedure used in a lawsuit by which the court allows a third person who was not originally a party to the suit to become a party, by joining with either the plaintiff or the defendant. is needed. (29-31) Berwick (29) provided a clear and broad classification of factors as characteristics of the adopter (ie, the practitioner), the organization (ie, the practice setting), or the innovation (ie, the research literature). In addition, leading knowledge translation researchers advocated the use of theoretical frameworks of behavioral behavioral pertaining to behavior. behavioral disorders see vice. behavioral seizure see psychomotor seizure. change to guide investigations of processes, such as EBP, that require health care professionals to acquire knowledge and potentially modify clinical practice. (28,32-35) Self-efficacy self-efficacy (selfˈ-eˑ·fi·k theory (36) is an internationally recognized theory that has been used to study the determinants of human behavior and to guide interventions aimed at changing behavior. (37) Self-efficacy beliefs, defined as judgments of one's ability to organize and execute given types of performances, (38) are considered to have a primary influence on decisions to engage in or avoid particular activities or settings. For example, a clinician clinician /cli·ni·cian/ (kli-nish´in) an expert clinical physician and teacher. cli·ni·cian n. who wants to answer a clinical question by using research evidence is unlikely to undertake an online literature search if he or she believes his or her ability to conduct a search is poor. Although self-efficacy for implementing EBP may be an important predictor of engagement in EBP activities, this notion has not been examined to date. An examination of physical therapists' engagement in the initial steps of EBP, such as searching online bibliographic databases and reading the research literature, is a prerequisite to understanding the use of research. However, little research has been conducted to investigate physical therapists' engagement in EBP activities. Studies to date have failed to evaluate a comprehensive set of variables, including characteristics of the physical therapist, the organization, and the research literature, or to use theories of behavioral change to guide the selection of variables and the interpretation of findings. A baseline The horizontal line to which the bottoms of lowercase characters (without descenders) are aligned. See typeface. baseline - released version is needed to understand the extent to which physical therapists are performing steps of EBP that are a prerequisite to research use. Identifying the factors that influence engagement in searching and reading the research literature will enhance understanding of the demographics The attributes of people in a particular geographic area. Used for marketing purposes, population, ethnic origins, religion, spoken language, income and age range are examples of demographic data. and practice environments of therapists who undertake these activities and what actions can be taken to enhance the performance of these activities in the clinical setting. We recently conducted a mail survey and applied Berwick's framework (29) to identifying barriers to EBP at the practitioner, organization, and research levels and to measuring the performance of EBP activities among physical therapists who deliver services to people with stroke. (10) The survey questionnaire included a new scale developed to measure self-efficacy for implementing EBP, defined as the judgment of one's ability to organize and execute the steps of EBP. (10) Stroke rehabilitation rehabilitation: see physical therapy. is an ideal practice domain in which to study EBP, given existing evidence that the implementation of findings from high-quality research in post-acute rehabilitation after stroke has been associated with both functional recovery and patient satisfaction. (39,40) Data from the mail survey were used in the present study to identify practitioner, organization, and research characteristics that are associated with searching and reading the research literature among physical therapists involved in stroke management. A secondary objective was to explore the relationship between searching and reading the research literature. Method Study Design Data were available from a cross-sectional mail survey that we conducted to investigate barriers to implementing EBP; findings related to practitioner and organization barriers have been published. (10) For the survey, we used a modified Dillman (41) 3-step approach to mailing to maximize the response rate. We mailed the survey questionnaire in May 2005 and sent a thank-you/ reminder postcard 3 weeks later. The questionnaire was mailed a second time to nonrespondents at the end of June 2005. For the present study, we analyzed an·a·lyze tr.v. an·a·lyzed, an·a·lyz·ing, an·a·lyz·es 1. To examine methodically by separating into parts and studying their interrelations. 2. Chemistry To make a chemical analysis of. 3. data collected from questionnaire items measuring characteristics of the practitioner and the organization, physical therapists' perceptions of the stroke rehabilitation research literature, and frequencies of conducting online literature searches and reading the research literature. Participants and Sampling Physical therapists who were in clinical practice and who provided physical therapy services to adults with stroke were considered eligible to participate. We sampled potential participants from a mailing list An automated e-mail system on the Internet, which is maintained by subject matter. There are thousands of such lists that reach millions of individuals and businesses. New users generally subscribe by sending an e-mail with the word "subscribe" in it and subsequently receive all new obtained from the College of Physiotherapists of Ontario The College of Physiotherapist of Ontario (Also known official in french as Ordre des physiothérapeutes de l’Ontario) is the governing body in the Canadian province of Ontario responsible for the setting and regulating guildlines, policies and licensing for (the provincial regulatory body); we searched for registrants who were in clinical practice and who had specified neurology neurology (n rŏl`əjē, ny –), study of the morphology, physiology, and pathology of the human nervous system. as an area of practice at their
primary or secondary workplace. We excluded registered therapists who
had indicated pediatrics pediatrics (pēdēă`trĭks), branch of medicine dedicated to the attainment of the best physical, emotional, and social health for infants, children, and young people generally. as a practice area. We mailed the
questionnaires and asked the therapists to indicate in the first item of
the questionnaire whether they provided services to people with stroke.
Those who did not were considered ineligible in·el·i·gi·ble adj. 1. Disqualified by law, rule, or provision: ineligible to run for office; ineligible for health benefits. 2. and were asked to leave the rest of the questionnaire blank and to return it in a prestamped envelope provided with the questionnaire. Therapists who were eligible but who did not wish to participate also were asked to return the questionnaire with the remaining items unanswered to indicate that they chose not to participate. Questionnaire We developed a questionnaire to identify barriers to implementing EBP at the practitioner, organization, and research levels and to measure the performance of EBP activities. We present the questionnaire items and corresponding response options, conceptually grouped into blocks, in the Appendix to make the analysis transparent and to enable replication In database management, the ability to keep distributed databases synchronized by routinely copying the entire database or subsets of the database to other servers in the network. There are various replication methods. in future research. Practitioner blocks used in the analysis included education about EBP (3 items), attitudes toward and beliefs about EBP (7 items), interest (2 items) and perceived role (3 items) in engaging in EBP, sociodemographic characteristics (age, sex, highest degree earned, and years in clinical practice), and professional activities (4 items). An additional practitioner characteristic was self-efficacy for performing EBP activities, which was evaluated with a new 12-item scale that we described previously. (10) Each item in the scale presents an activity considered integral to the process of EBP; the items include searching, appraising, and applying the research literature with a patient's needs and treatment preferences in mind. (1,7-9) Participants were asked to rate their level of confidence in their ability to perform each activity by using an 11-point scale ranging from 0% (cannot do at all) to 100% (certain can do). Item-level ratings were averaged to determine the total score (range = 0%-100%), which was analyzed in the present study. The internal consistency In statistics and research, internal consistency is a measure based on the correlations between different items on the same test (or the same subscale on a larger test). It measures whether several items that propose to measure the same general construct produce similar scores. estimated with the Cronbach alpha test The first test of newly developed hardware or software in a laboratory setting. When the first round of bugs has been fixed, the product goes into beta test with actual users. For custom software, the customer may be invited into the vendor's facilities for an alpha test to ensure the for data collected in the present study (n = 261) was .90; this value met the level required for the use of the scale at the individual level. (42) Organization blocks included perceived organization and peer support for EBP (2 items), organization resources to promote EBP (6 items), and practice and work setting characteristics (7 items). (10) We evaluated perceptions of the stroke rehabilitation research literature by using 4 items that asked participants about their perceptions of the relevance and clarity of existing research literature in guiding the treatment of walking limitations. We specified research related to walking rehabilitation because walking is an essential activity that is commonly limited after stroke (43) and because there is a substantial body of literature devoted to walking rehabilitation. Physical therapists' judgments about the relevance of this specific literature rather than the entire body of literature about stroke were expected to provide useful feedback to the research community. To gauge the performance of searching and reading the research literature, we asked the participants to indicate how often in a typical month they searched online bibliographic databases, such as MEDLINE, and how often they read or reviewed research literature related to their clinical practice by using the following response options: up to 1 time, 2 to 5 times, 6 to 10 times, 11 to 15 times, and 16 or more times. (11) The majority of the items were statements with which the respondents indicated their level of agreement by using a 5-point Likert scale Likert scale A subjective scoring system that allows a person being surveyed to quantify likes and preferences on a 5-point scale, with 1 being the least important, relevant, interesting, most ho-hum, or other, and 5 being most excellent, yeehah important, etc with the following response options: "strongly disagree," "disagree," "neutral," "agree," and "strongly agree." Response options for items relating to relating to relate prep → concernant relating to relate prep → bezüglich +gen, mit Bezug auf +acc the availability of organization resources were "yes," "no," and "do not know." "We pilot tested the questionnaire with 3 physical therapists delivering health care services to people with stroke in acute care or rehabilitation hospital Hospital devoted to the rehabilitation of patients with various neurologic, musculoskeletal, orthopedic and other medical conditions following stabilization of their acute medical issues. settings; these therapists verified ver·i·fy tr.v. ver·i·fied, ver·i·fy·ing, ver·i·fies 1. To prove the truth of by presentation of evidence or testimony; substantiate. 2. the readability read·a·ble adj. 1. Easily read; legible: a readable typeface. 2. Pleasurable or interesting to read: a readable story. and relevance of the questionnaire. We made minor revisions, such as shortening the questionnaire and rewording re·word tr.v. re·word·ed, re·word·ing, re·words 1. a. To change the wording of. b. To state or express again in different words. 2. selected items to enhance clarity, on the basis of their feedback. Statistical Methods We used descriptive statistics descriptive statistics see statistics. , including frequencies and percentages for categorical That which is unqualified or unconditional. A categorical imperative is a rule, command, or moral obligation that is absolutely and universally binding. Categorical is also used to describe programs limited to or designed for certain classes of people. variables and means, standard deviations In statistics, the average amount a number varies from the average number in a series of numbers. (statistics) standard deviation - (SD) A measure of the range of values in a set of numbers. , and ranges for variables rated on a continuous scale, to summarize sum·ma·rize intr. & tr.v. sum·ma·rized, sum·ma·riz·ing, sum·ma·riz·es To make a summary or make a summary of. sum participants' responses to questionnaire items. Logistic regression In statistics, logistic regression is a regression model for binomially distributed response/dependent variables. It is useful for modeling the probability of an event occurring as a function of other factors. then was used to examine relationships between practitioner, organization, and research characteristics (ie, independent variables) and each of the 2 dependent variables (ie, frequency of searching online bibliographic databases and frequency of reading the research literature). Considering the large number of independent variables, we first modeled each subgroup sub·group n. 1. A distinct group within a group; a subdivision of a group. 2. A subordinate group. 3. Mathematics A group that is a subset of a group. tr.v. or block of independent variables (outlined in the Appendix) separately with each dependent variable. (44) Each independent variable that was significantly associated with the dependent variable within each block (ie, 95% confidence interval confidence interval, n a statistical device used to determine the range within which an acceptable datum would fall. Confidence intervals are usually expressed in percentages, typically 95% or 99%. [CI] excluded 1) was carried forward to the final multivariable model. (44) Before conducting logistic regression, we recategorized the independent variables rated with a Likert scale to obtain binary Meaning two. The principle behind digital computers. All input to the computer is converted into binary numbers made up of the two digits 0 and 1 (bits). For example, when you press the "A" key on your keyboard, the keyboard circuit generates and transfers the number 01000001 to the variables. (11) For positively worded statements, we collapsed the "strongly agree" and the "agree" categories to form an "agree" category and combined the "neutral," "disagree," and "strongly disagree" categories to form a "disagree" category. For negatively worded items, we collapsed the "strongly disagree" and "disagree" categories to form a "disagree" category and combined the "neutral," "agree," and "strongly agree" categories to form an "agree" category. For items with response categories of "yes," "no," and "do not know," we pooled the "no" and "do not know" categories on the basis of the assumption that the effect of not knowing about the availability of a resource, for example, would be similar to the effect of not having the resource. Categories of demographic variables with low cell counts also were collapsed before we conducted logistic regression to obtain stable estimates of associations. (44) Participation in research, initially expressed as the percentage of work time spent on research activities, was transformed into a binary variable (0% = no, 1%-100% = yes) because the responses were skewed skewed curve of a usually unimodal distribution with one tail drawn out more than the other and the median will lie above or below the mean. skewed Epidemiology adjective Referring to an asymmetrical distribution of a population or of data toward lower percentages. Before examining the relationship between the frequency of searching and the frequency of reading the research literature and in preparation for logistic regression, we collapsed the response categories for these variables to form a dichotomous di·chot·o·mous adj. 1. Divided or dividing into two parts or classifications. 2. Characterized by dichotomy. di·chot scale of up to 1 time and 2 or more times in a typical month because of the low rate of endorsement of the higher-frequency categories. We reported odds ratios (ORs) and associated 95% CIs from logistic regression for significant associations observed within each block of items and for all variables in the final multivariable model. We verified the assumption of a linear relationship between EBP self-efficacy and the logit of each dependent variable and ruled out multicollinearity by examining the variance inflation factor The Variance Inflation Factor (VIF) is a method of detecting the severity of Multicollinearity. More precisely, the VIF is an index which measures how much the variance of a coefficient(square of the standard error) is increased because of collinearity. . (44) For each regression regression, in psychology: see defense mechanism. regression In statistics, a process for determining a line or curve that best represents the general trend of a data set. model, we reported the Hosmer-Lemeshow statistic statistic, n a value or number that describes a series of quantitative observations or measures; a value calculated from a sample. statistic a numerical value calculated from a number of observations in order to summarize them. to indicate the goodness of fit Goodness of fit means how well a statistical model fits a set of observations. Measures of goodness of fit typically summarize the discrepancy between observed values and the values expected under the model in question. Such measures can be used in statistical hypothesis testing, e. (a nonsignificant non·sig·nif·i·cant adj. 1. Not significant. 2. Having, producing, or being a value obtained from a statistical test that lies within the limits for being of random occurrence. test result indicates good fit) and the C statistic to indicate the discriminative dis·crim·i·na·tive adj. 1. Drawing distinctions. 2. Marked by or showing prejudice: discriminative hiring practices. power of the model. (44) For the C statistic, a value between .5 and 1.0 is desired, and a higher value reflects a better ability of the model to discriminate dis·crim·i·nate v. dis·crim·i·nat·ed, dis·crim·i·nat·ing, dis·crim·i·nates v.intr. 1. a. participants who search or read the research literature at different frequencies. (44) Finally, logistic regression was used to examine the relationship between the frequency of searching and the frequency of reading the research literature in a typical month. Consent was considered implied for physical therapists who returned a completed questionnaire. Data were analyzed with SAS (1) (SAS Institute Inc., Cary, NC, www.sas.com) A software company that specializes in data warehousing and decision support software based on the SAS System. Founded in 1976, SAS is one of the world's largest privately held software companies. See SAS System. version 9.1. * Results The questionnaire was mailed to 1,155 physical therapists. A total of 702 therapists returned a questionnaire, and of these respondents, 334 (47.6%) were eligible to participate in the study. Of the eligible respondents, 64 (19.2%) chose not to participate and 270 (80.8%) completed a questionnaire. Analyses were conducted with data from this sample of 270 physical therapists. Table 1 shows the characteristics of the respondents and their practice settings. The respondents were between 23 and 68 years old ([bar.X] = 40 years, SD = 10 years). The percentages of respondents who were women, who held a bachelor's degree as the highest degree obtained, and who had more than 15 years of practice experience were 88.8%, 76.9%, and 45.4%, respectively. The percentages of participants who spent 0% and 1% to 5% of their work time on research activities were 67.9% and 23.9%, respectively. The most frequently cited workplaces were a teaching hospital (67.3%), (10) an urban setting (60.9%),10 and an acute care hospital (39.6%). Table 2 shows the frequencies at which the respondents reported searching or reading the research literature in a typical month. The percentages of physical therapists who reported searching bibliographic databases up to 1 time and 2 to 5 times per month were 62.3% and 32.8%, respectively. The percentages of respondents who reported reading the literature up to 1 time and 2 to 5 times per month were 26.7% and 56.0%, respectively. Factors that were associated with searching online bibliographic databases 2 or more times in a typical month in block regression modeling included being male, participation in research, self-efficacy for implementing EBP, perceived facility support of the use of research, and Internet access to bibliographic databases at work. Table 3 shows the block ORs and final model ORs for these factors. In the multivariable model, EBP self-efficacy had the largest OR; we found that physical therapists with high ratings of EBP self-efficacy were 4 times more likely than peers who rated their self-efficacy 30% lower to search the research literature 2 or more times in a typical month (OR = 4.0, 95% CI = 2.0-7.9) after adjustment for the effects of sex, research participation, perceived facility support of research use, and Internet access to databases at work. Factors that were independently associated with reading the research literature 2 or more times in a typical month in block regression modeling included membership in a professional physical therapy organization, research participation, EBP self-efficacy, perceived facility support of research use, and perceptions that literature findings are useful in daily practice and that walking interventions evaluated in the research literature are relevant to clinical practice. Table 4 shows the block ORs and final model ORs for these factors. Membership in a professional organization had the largest OR; we found that physical therapists with such a membership were 3.5 times more likely than nonmembers to read the research literature 2 or more times in a typical month (OR = 3.5, 95% CI = 1.7-7.3) after adjustment for the effects of the other variables in the model. In Tables 3 and 4, the ORs associated with EBP self-efficacy relate to the odds of conducting either online searching or reading for participants who differed in EBP self-efficacy scores by, on average, 10%, 20%, or 30%. The final multivariable models demonstrated good fit, as indicated by nonsignificant Hosmer-Lemeshow test results and discriminative ability reflected by C statistic values above .75. The assumption of linearity for self-efficacy, the only continuous variable modeled in logistic regression, was verified. Table 5 shows the descriptive cross tabulation A cross tabulation (often abbreviated as cross tab) displays the joint distribution of two or more variables. They are usually presented as a contingency table in a matrix format. of the frequency of searching and the frequency of reading the research literature in a typical month. The logistic regression analysis revealed a significant and positive association between these 2 variables; we found that physical therapists who searched online bibliographic databases 2 or more times in a typical month were 16.5 times more likely than those who searched up to 1 time in a typical month to read the research literature 2 or more times in a typical month (OR = 16.5, 95% CI = 5.8-47.1). Discussion The present study provides baseline rates of searching and reading the research literature and highlights factors that are associated with these important EBP activities among Canadian physical therapists in stroke rehabilitation practice. The results indicated that the majority of the therapists rarely searched the research literature by using MEDLINE or other bibliographic databases on a monthly basis. However, the reported frequency of reading the research literature was higher; more than half of the respondents (56.0%) reported reading the research literature 2 to 5 times in a typical month. Factors that were associated with both searching and reading the research literature at higher frequencies included having a higher level of EBP self-efficacy, participation in research activities at work, and the perception that the facility or organization supports the use of research in clinical practice. Additional factors that were related to searching were being male and having Internet access to bibliographic databases at work. Additional factors that were associated with reading included membership in a professional organization and positive perceptions about the usefulness of the research literature in general and the relevance of walking interventions evaluated in the stroke rehabilitation research literature. The findings clearly demonstrate that searching and reading the research literature are strongly related EBP activities. A unique contribution of the present study relates to modeling of the influence of physical therapists' judgments about a specific body of research literature on their engagement in EBP. The block modeling phase of the present study showed that characteristics not only of the practitioner (ie, sex, self-efficacy, research participation, membership in a professional organization, and general attitude toward research) but also of the organization (ie, Internet access and facility support of research use) as well as the stroke rehabilitation research literature (ie, relevance of investigated walking interventions to clinical practice) may influence the steps leading to research use among physical therapists. These findings directly support Berwick's classification of factors influencing the dissemination dissemination Medtalk The spread of a pernicious process–eg, CA, acute infection Oncology Metastasis, see there of innovations. (29) In addition to Berwick's framework, (29) the conceptual framework of serf-efficacy theory (38) was effective in guiding the selection of variables influencing practitioner behavior in the context of EBP. Serf-efficacy for implementing EBP was associated with serf-reported performance of both online searching and reading the research literature to inform physical therapist practice after stroke. The strength of the relationship between self-efficacy and each dependent variable was comparable, as reflected by the similar magnitudes of the unadjusted ORs in the models (Tabs. 3 and 4). For example, therapists with a higher level of EBP self-efficacy were 4.9 times more likely (95% CI = 2.6-9.0) to search online and 4.4 times more likely (95% CI = 2.3-8.5) to read the research literature 2 or more times in a typical month than peers with self-efficacy ratings that were 30% lower. These findings support the primary tenet TENET. Which he holds. There are two ways of stating the tenure in an action of waste. The averment is either in the tenet and the tenuit; it has a reference to the time of the waste done, and not to the time of bringing the action. 2. of sell-efficacy theory: that an individual's judgment of his or her ability to perform a specific task influences his or her decision to engage in that task. (36) The causality causality, in philosophy, the relationship between cause and effect. A distinction is often made between a cause that produces something new (e.g., a moth from a caterpillar) and one that produces a change in an existing substance (e.g. of the relationships between EBP self-efficacy and searching and reading the research literature in the present study cannot be inferred because the data were collected at one point in time; however, the results provide direction for future prospective investigations of these variables. These findings are particularly relevant to the field of knowledge translation and, specifically, EBP because self-efficacy is a modifiable variable. Researchers have described how strategies for increasing self-efficacy beliefs, including social modeling (observing others), verbal persuasion PERSUASION. The act of influencing by expostulation or request. While the persuasion is confined within those limits which leave the mind free, it may be used to induce another to make his will, or even to make it in his own favor; but if such persuasion should so far operate on the mind (receiving positive feedback on ability), emotional arousal Noun 1. emotional arousal - the arousal of strong emotions and emotional behavior arousal - a state of heightened physiological activity angriness, anger - the state of being angry (positive physiological states Noun 1. physiological state - the condition or state of the body or bodily functions physical condition, physiological condition wakefulness - a periodic state during which you are conscious and aware of the world; "consciousness during wakefulness in a sane ), and mastery experiences, (36) can be incorporated into a continuing education continuing education: see adult education. continuing education or adult education Any form of learning provided for adults. In the U.S. the University of Wisconsin was the first academic institution to offer such programs (1904). event; researchers also have used measures of self-efficacy to capture the effects of the event among physicians. (45,46) This work (45,46) has direct application to the translation of knowledge and EBP in physical therapy. The percentage of respondents searching up to 1 time in a typical month in the present study (62.3%) was similar to that documented among American physical therapists (65%) with the same question and response scale. (11) The findings show that this low frequency of searching may be attributable, in part, to the availability of Internet access to online bibliographic databases at work that was lacking for 20.0% of the survey respondents. It was not related in the current study, however, to physical therapists' perceptions of their role in performing this activity, even though 50.6% of the respondents reported they were neutral or disagreed that physical therapists should be responsible for conducting their own literature reviews to answer their clinical questions. (10) Although 62.3% of the therapists rarely conducted online literature searches, the majority of them read the research literature 2 to 5 times in a typical month; these data raise the question of how these therapists were accessing the research literature. The findings of a qualitative study that we conducted subsequent to this survey help to answer this question. During semistructured interviews with 23 survey respondents, therapists described how they delegated the task of searching the research literature to hospital librarians This is a list of people who have practised as a librarian and are well-known, either for their contributions to the library profession or primarily in some other field. , research therapists, younger colleagues, or physical therapist students. (47) Some therapists delegated this task because of a lack of searching skills, and others delegated this task to save time. Delegating tasks may explain why therapists reported reviewing the research literature at a higher frequency than searching. A related finding is that male therapists reported conducting online searches more frequently than female therapists, although the rates of reading the research literature were comparable for men and women. This finding may be explained by previous research showing that, in general, men seek information from the Internet more often than women (48) and report finding information online with less effort than women. (49) Studies investigating physicians' use of personal digital assistants in clinical practice have found that men are more likely than women to use these electronic tools. (50,51) Interestingly, the percentage of respondents who reported reading the research literature 2 or more times in a typical month (73.3%) in the present study was lower than that of American physical therapists (82%) responding to the same questionnaire item. (11) Our finding that membership in a professional organization was linked to a higher frequency of reading the research literature helps to explain this discrepancy DISCREPANCY. A difference between one thing and another, between one writing and another; a variance. (q.v.) 2. Discrepancies are material and immaterial. . Therapists in the American study may have reported reading more frequently than those in the present study because they were all members of the national professional association that provides members with the peer-reviewed scientific journal Physical Therapy, which is published monthly. Only 73.4% of the participants in the present study were members of a professional association at the national or provincial level. Members of the national professional association are provided with the peer-reviewed scientific journal Physiotherapy physiotherapy: see physical therapy. Canada, which is published 4 times per year--less frequently than its American counterpart counterpart n. in the law of contracts, a written paper which is one of several documents which constitute a contract, such as a written offer and a written acceptance. . Thus, membership in a professional association may have played a role in facilitating the review of published peer-reviewed research, although it does not guarantee that the articles read were relevant to stroke rehabilitation practice. Another notable finding was the emergence of involvement in research activities as a correlate of searching and reading the research literature. Almost 70% of the participants reported spending none of their work time on research activities; approximately a third of the respondents reported spending a small proportion (1%-10%) of their work time on some kind of research activity. This research activity was coupled with a greater likelihood of conducting online searches and reading the research literature. Previous examinations of research participation among nurses showed that this factor is a predictor of research use in some studies but not in others. (28,52) The survey questionnaire used in the present study was not designed to identify the type of research activity performed; thus, we are unable to shed light on which work-related research activities may promote EBP activities among physical therapists. Further investigation of the influence of this factor in the context of EBP is needed. Although factors that were associated with searching and reading and that emerged from the block modeling phase of the present study represented characteristics of the practitioner, the organization, and the research literature, variables that remained significantly related to these behaviors in the final multivariable model were largely modifiable individual characteristics, including membership in a professional organization, research participation, and self-efficacy. Findings related to membership in a professional organization may indicate that the benefits of membership, such as access to a journal subscription, promote reading the research literature; alternatively, membership may simply represent a behavior that is commonly coupled with a higher rate of participation in EBP activities. The cross-sectional nature of the design of the present study prevents clear interpretation of this finding and suggests an area for future research. With respect to research participation, a better understanding of which research activities facilitate searching and reading the research literature is necessary to inform recommendations for action. The findings of the present study also indicate that educational interventions designed to build capacity to implement EBP may be effective in increasing the frequencies of searching and reading the research literature if they incorporate mechanisms for improving self-efficacy. Finally, the results of the present study suggest that physical therapists' perceptions of the relevance of the specific research literature that informs their clinical practice influence whether they read or review that literature. Limitations Some limitations of the study design should be considered in the interpretation of the results presented here. This investigation was a cross-sectional study cross-sectional study n. See synchronic study. cross-sectional study, n the scientific method for the analysis of data gathered from two or more samples at one point in time. ; thus, causality of the associations observed cannot be assumed. Moreover, respondents likely had a greater interest in and were more engaged in EBP than nonrespondents. Coupled with the fact that participants may have wished to provide socially desirable responses, we may have overestimated the frequencies of searching and reading the research literature for the population of practitioners studied. The results also apply primarily to the Canadian context and would require replication in other countries because of differences in health care systems and professional physical therapy programs. In addition, measurement of practitioner behavior in the context of EBP is challenging. In the present study, we measured the frequencies of searching and reading the research literature in a typical month. Whether the rating scale that we used is reflective Refers to light hitting an opaque surface such as a printed page or mirror and bouncing back. See reflective media and reflective LCD. of best practice in EBP is uncertain. A therapist with efficient search skills may not need to search at a high frequency in a typical month and may initiate a search only when a knowledge gap that can be addressed with the research literature arises. Despite these limitations, time spent using the Internet and time spent reading research articles have been identified as correlates of the use of research among nurses (26,27); these data support the important roles of these EBP activities because similar relationships are likely to exist for physical therapists. The strengths of our research are the use of conceptual and behavioral change frameworks to identify potentially influential variables related to engagement in EBP activities. Participants were sampled from a provincial registry The configuration database in all 32-bit versions of Windows that contains settings for the hardware and software in the PC it is installed in. The Registry is made up of the SYSTEM.DAT and USER.DAT files. Many settings previously stored in the WIN.INI and SYSTEM. of physical therapists; this fact supports the generalizability of the results for Canadian physical therapists in stroke rehabilitation practice. Conclusion The findings of the present study suggest that although the majority of physical therapists in stroke rehabilitation practice rarely search online bibliographic databases for research, they access research articles in other ways because they report reviewing the research literature at a higher frequency. Therapists who search online bibliographic databases are highly likely to read the research literature as well. The findings emphasize the importance of organizations providing environments not only to facilitate access to research both online and through memberships in professional organizations but also to promote involvement in research activities as part of physical therapists' duties. Continuing education targeting EBP may play a vital role in boosting EBP self-efficacy. Finally, strategies that optimize optimize - optimisation the relevance to clinical practice of the interventions developed and evaluated in research have the potential to enhance the use of these interventions by clinicians.
Appendix.
Blocks of Questionnaire Items Modeled Using Logistic Regression
Block Items (a) (Scoring for Regression
Modeling (b))
Practitioner
Education in evidence-based I learned EBP as part of academic
practice (EBP) (3 items) preparation
I received formal training to do
literature searches
I received formal training in
critical appraisal of literature
as part of academic preparation
Attitude toward EBP EBP is necessary to physical
(7 items) therapist practice
Literature or research findings are
useful in daily practice
EBP improves quality of care
EBP helps me make decisions about
patient care
EBP places an unreasonable demand
on physical therapists
EBP does not account for patients'
preferences
There is a definite divide between
research and practice
Interest in EBP (2 items) I need to increase use of evidence
in my daily practice
I am interested in improving my EBP
skills
Perceived role in EBP Physical therapists should be
(3 items) responsible for conducting their
own literature reviews
Physical therapists should be
responsible for critical
appraisal
Physical therapists should be
responsible for interpreting
whether research applies to their
patients
Sociodemographic Age (20-29, 30-39, 409, or [greater
characteristics than or equal to] 50 y)
Sex
Highest degree earned (diploma or
certificate, bachelor s degree,
or graduate degree)
Years in clinical practice (<5,
5-10, 11-15, or >15)
Professional activities Membership in professional
organization ("no' or "yes")
Spend work time participating in
research ("no" or "yes")
Percentage of work time spent on
patient care (0%-75% or >75%)
I am a clinical instructor ("no"
or "yes")
Self-efficacy for implementing Self-efficacy for implementing EBP
EBP (12-item scale) (0%-100%)
Organization
Organization and peer support Facility supports use of current
for EBP (2 items) research in practice
Colleagues are skeptical of new EBP
Organization resources Access to a resource person ("no or
(6 items) do not know' or "yes')
Facility provides money for
continuing education ("no or do
not know" or "yes")
Access to Internet and databases at
facility ("no or do not know' or
"yes")
Access to printed journals at
facility ("no or do not know" or
"yes")
Facility mandates use of research
in practice ("no or do not know'
or "yes")
Facility provides protected time to
search literature ("no or do not
know' or "yes")
Practice and work setting I work in a multidisciplinary team
characteristics (7 items) ("no" or "yes")
I work at a teaching institution
("no" or "yes")
Hours worked per week (<20, 20-30,
31-40, or >40)
Patients seen per day (1-10, 11-15,
or >15)
Location of practice setting
(urban, suburban, or rural)
Type of facility or setting (acute
care, rehabilitation or complex
continuing care, or community)
Full-time physical therapists in
facility (<5, 5-10, 11-20, or
>20)
Perceptions about Randomized controlled trial
research (4 items) evidence is lacking to support
most of the interventions I use
to enhance walking ability
Research evaluating walking
interventions can be easily
applied to individual patients
Walking interventions evaluated in
research are relevant to my
clinical practice
Research is clear about which
therapies will enhance walking
capacity in each phase of
recovery after stroke
(a) See Salbach et al (10) for original item wording. EBP =
evidence-based practice.
(b) Unless otherwise indicated, all items were rated with a Likert
scale of agreement and were recategorized for regression as described
in the "Statistical Methods" section of the text.
All authors provided concept/idea/research design. Dr Salbach, Ms Guilcher, and Dr Jaglal provided writing, data analysis, and consultation (including review of manuscript manuscript, a handwritten work as distinguished from printing. The oldest manuscripts, those found in Egyptian tombs, were written on papyrus; the earliest dates from c.3500 B.C. before submission). Dr Salbach provided data collection and project management. Dr Jaglal provided facilities/equipment and fund procurement The fancy word for "purchasing." The procurement department within an organization manages all the major purchases. for the original study. The Office of Research Ethics Research ethics involves the application of fundamental ethical principles to a variety of topics involving scientific research. These include the design and implementation of research involving human participants (human experimentation); animal experimentation; various aspects of at the University of Toronto Research at the University of Toronto has been responsible for the world's first electronic heart pacemaker, artificial larynx, single-lung transplant, nerve transplant, artificial pancreas, chemical laser, G-suit, the first practical electron microscope, the first cloning of T-cells, approved the study protocol. This article was received March 9, 2009, and was accepted May 28, 2009. DOI (Digital Object Identifier) A method of applying a persistent name to documents, publications and other resources on the Internet rather than using a URL, which can change over time. : 10.2522/ptj.20090081 References (1) Sackett DL, Rosenberg WM, Gray JA, et al. Evidence based medicine: what it is and what it isn't. BMJ BMJ n abbr (= British Medical Journal) → vom BMA herausgegebene Zeitschrift . 1996;312:71-72. 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(5) University of Florida University of Florida is the third-largest university in the United States, with 50,912 students (as of Fall 2006) and has the eighth-largest budget (nearly $1.9 billion per year). UF is home to 16 colleges and more than 150 research centers and institutes. Doctor of Physical Therapy Program. Available at: http://pt. phhp.ufl.edu/dpt.html. Accessed May 8, 2009. (6) Straus SE, Richardson WS, Glasziou P, Haynes RB. Evidence-Based Medicine evidence-based medicine Decision-making 'The use of scientific data to confirm that proposed diagnostic or therapeutic procedures are appropriate in light of their high probability of producing the best and most favorable outcome'. See Meta-analysis. : How To Practice and Teach EBM EBM Evidence-Based Medicine EBM Electronic Body Music EBM ecosystem-based management EBM Evidence Based Medical (statistics) EBM Environmentally Benign Manufacturing EBM Expressed Breast Milk EBM Executive Board Meeting . 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Cf 'Cookbook' medicine. indexed in the PEDro database. Phys Ther. 2008;88: 1068-1077. (18) Maher CG, Sherrington C, Elkins M, et al. Challenges for evidence-based physical therapy: accessing and interpreting high-quality evidence on therapy. Phys Ther. 2004;84:644-654. (19) Li L, Irvin E, Guzman J, Bombardier C. Surfing surfing, sport of gliding toward the shore on a breaking wave. Surfers originally used long, cumbersome wooden boards but now ride lightweight synthetic boards that allow a greater degree of maneuverability. for back pain patients: the nature and quality of back pain information on the Internet. Spine. 2001;26:545-557. (20) Korner-Bitensky N, Roy MA, Teasell R, et al. Creation and pilot testing of Strok-Engine: a stroke rehabilitation intervention Web site for clinicians and families. J Rehabil Med. 2008;40:329-333. (21) Teasell R. Evidence-based review of stroke rehabilitation (EBRSR), edition 9. Available at: www.ebrsr.com. Accessed July 10, 2008. 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British Journal of Therapy and Rehabilitation. 1998;5:151-155. (26) Estabrooks CA, Midodzi WK, Cummings GG, Wallin L. Predicting research use in nursing organizations: a multilevel mul·ti·lev·el adj. Having several levels: a multilevel parking garage. Adj. 1. multilevel - of a building having more than one level analysis. Nurs Res. 2007;56:S7-S23. (27) Milner M, Estabrooks CA, Myrick F. Research utilization and clinical nurse educators A nurse educator is a nurse who teaches and prepares licensed practical nurses (LPN) and registered nurses (RN) for entry into practice positions. Nurse Educators also teach in graduate programs at Master’s and doctoral level which prepare advanced practice nurses, nurse : a systematic review. J Eval Clin Pratt. 2006;12:639-655. (28) Estabrooks CA, Floyd JA, Scott-Findlay S, et at. Individual determinants of research utilization: a systematic review. J Adv Nurs. 2003;43:506-520. (29) Berwick DM. Disseminating dis·sem·i·nate v. dis·sem·i·nat·ed, dis·sem·i·nat·ing, dis·sem·i·nates v.tr. 1. To scatter widely, as in sowing seed. 2. innovations in health care. JAMA. 2003;289:1969-1975. (30) Grol R, Wensing M. What drives change? Barriers to and incentives for achieving evidence-based practice. Med J Aust. 2004;180:S57-S60. (31) Cabana MD, Rand Rand See Witwatersrand. rand 1 n. See Table at currency. [Afrikaans, after(Witwaters)rand. CS, Powe NR, et al. Why don't physicians follow clinical practice guidelines clinical practice guidelines Clinical policies, practice guidelines, practice parameters, practice policies Medtalk Systematically developed statements to assist practitioner and Pt decisions about appropriate health care for specific clinical circumstances. See Psychology. ? A framework for improvement. JAMA. 1999;282:1458-1465. (32) Ceccato NE, Ferris LE, Manuel D, Grimshaw JM. Adopting health behavior change Behavior change refers to any transformation or modification of human behavior. Such changes can occur intentionally, through behavior modification, without intention, or change rapidly in situations of mental illness. theory throughout the clinical practice guideline guideline Medtalk A series of recommendations by a body of experts in a particular discipline. See Cancer screening guidelines, Cardiac profile guidelines, Gatekeeper guidelines, Harvard guidelines, Transfusion guidelines. process. J Contin Educ Health Prof. 2007;27:201-207. (33) Grimshaw JM, Thomas (language) Thomas - A language compatible with the language Dylan(TM). Thomas is NOT Dylan(TM). The first public release of a translator to Scheme by Matt Birkholz, Jim Miller, and Ron Weiss, written at Digital Equipment Corporation's Cambridge Research Laboratory runs RE, MacLennan G, et al. Effectiveness and efficiency of guideline dissemination and implementation strategies. 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Self-efficacy: toward a unifying theory of behavioral change. Psychol Rev. 1977;84:191-215. (37) Judge TA, Jackson Jackson. 1 City (1990 pop. 37,446), seat of Jackson co., S Mich., on the Grand River; inc. 1857. It is an industrial and commercial center in a farm region. CL, Shaw JC, et al. Self-efficacy and work-related performance: the integral role of individual differences. J Appl Psychol. 2007;92:107-127. (38) Bandura A. Self-Efficacy: The Exercise of Control. New York New York, state, United States New York, Middle Atlantic state of the United States. It is bordered by Vermont, Massachusetts, Connecticut, and the Atlantic Ocean (E), New Jersey and Pennsylvania (S), Lakes Erie and Ontario and the Canadian province of , NY: W.H. Freeman Freeman can mean:
(39) Duncan PW, Homer Homer, principal figure of ancient Greek literature; the first European poet. Works, Life, and Legends Two epic poems are attributed to Homer, the Iliad and the Odyssey. RD, Reker DM, et al. Adherence adherence /ad·her·ence/ (ad-her´ens) the act or condition of sticking to something. immune adherence to postacute rehabilitation guidelines is associated with functional recovery in stroke. Stroke. 2002;33: 167-177. (40) Reker DM, Duncan PW, Homer RD, et al. Postacute stroke guideline compliance is associated with greater patient satisfaction. Arch Phys Med Rehabil. 2002; 83:750-756. (41) Dillman DA. Mail and Internet Surveys: The Tailored Design Method. New York, NY: John Wiley John Wiley may refer to:
(42) Nunnally JC, Bernstein IH. Psychometric psy·cho·met·rics n. (used with a sing. verb) The branch of psychology that deals with the design, administration, and interpretation of quantitative tests for the measurement of psychological variables such as intelligence, aptitude, and Theory. New York, NY: McGraw-Hill; 1994. (43) Jorgensen HS, Nakayama H, Raaschou HO, Olsen TS. Recovery of walking function in stroke patients: the Copenhagen Stroke Study. Arch Phys Med Rehabil. 1995;76: 27-32. (44) Tabachnick BG, Fidell LS. Using Multivariate Statistics Multivariate statistics or multivariate statistical analysis in statistics describes a collection of procedures which involve observation and analysis of more than one statistical variable at a time. Sometimes a distinction is made between univariate (e.g. . Boston, MA: Allyn and Bacon; 2001. (45) Peterson ED Pe·ter·son , Oscar Emmanuel Born 1925. Canadian jazz pianist. A prolific recording artist noted for his technical skill, he is best known for work produced with his own trio (1953-1965). . Measures of perceived self-efficacy as a method of evaluating educational outcomes: an introduction. CE Measure. 2006;1:35-39. (46) Peterson ED, Lulejian A, Laussucq S. Using perceived self-efficacy to measure outcomes: evaluation of a two-clay course. J Outcome Meas. 2007; 1:59-64. (47) Salbach NM, Veinot P, Rappolt S, et al. Physical therapists' experiences updating the clinical management of walking rehabilitation after stroke: a qualitative study. Phys Ther. 2009;89:556-568. (48) Jackson LA, Ervin KS, Gardner PD, Schmitt N. Gender and the Internet: women communicating and men searching. Sex Roles. 2001;44:363-380. (49) Ybarra M, Suman M. Reasons, assessments and actions taken: sex and age differences in uses of Internet health information. Health Educ Res. 2008;23:512-521. (50) Menachemi N, Perkins RM, van Durme DJ, Brooks RG. Examining the adoption of electronic health records and personal digital assistants by family physicians in Florida. Inform Prim Care. 2006;14:1-9. (51) Carroll Car·roll , James 1854-1907. British-born American physician noted for his research on yellow fever. In 1900 he deliberately infected himself with the disease for experimental purposes. AE, Christakis DA. Pediatricians' use of and attitudes about personal digital assistants. Pediatrics. 2004;113:238-242. (52) Tsai SL. Nurses' participation and utilization of research in the Republic of China. Int J Nuts Stud stud 1. purebred. 2. a place, usually a farm, at which purebred animals are maintained and reproduced. stud animal an animal registered in a stud book. . 2000;37:435-444. * SAS Institute SAS Institute Inc., headquartered in Cary, North Carolina, USA, has been a major producer of software since it was founded in 1976 by Anthony Barr, James Goodnight, John Sall and Jane Helwig. Inc, PO Box 8000, Cary, NC 27511. N.M. Salbach, PhD, MSc, BScPT, BSc (Physiology physiology (fĭzēŏl`əjē), study of the normal functioning of animals and plants during life and of the activities by which life is maintained and transmitted. It is based fundamentally on the activities of protoplasm. ), is Assistant Professor, Department of Physical Therapy, University of Toronto, 160-500 University Ave AVE Avenue AVE Average AVE Alta Velocidad Espanola (train between Madrid and Seville) AVE Alta Velocidad Española (Spanish: High Speed Train) AVE Audio Video Entertainment AVE Advertising Value Equivalent , Toronto, Ontario, Canada M5G 1V7. Address all correspondence to Dr Salbach at: nancy.salbach@utoronto. ca. S.J.T. Guilcher, MSc, MScPT, BSc, is a PhD candidate, Department of Health, Policy, Management, and Evaluation, University of Toronto. S.B. Jagial, PhD, MSc, BSc, is Associate Professor, Department of Physical Therapy, University of Toronto. D.A. Davis, MD, FCFP FCFP Fibre Channel Functional Profile FCFP Fueled Clad Fabrication Process FCFP Fellow of College of Family Physicians of Canada , CCFP CCFP Child Care Food Program CCFP Collaborative Convective Forecast Product (NOAA AWC) CCFP Center for Civil Force Protection CCFP Critical Care Flight Paramedic CCFP Certificant of the College of Family Practice of Canada , FRCPC FRCPC Fellow of the Royal College of Physicians and Surgeons of Canada (hon), is Senior Director, Continuing Education & Performance Improvement, Association of American Medical Colleges Association of American Medical Colleges, n.pr a nonprofit organization founded in 1876 to reform medical education and represent medical schools, major teaching hospitals, scientific and academic faculty, medical students, and residents. , Washington, DC.
Table 1.
Participant and Practice Characteristics
Characteristic n %
Age (y)
20-29 40 14.9
30-39 93 34.7
40-49 75 28.0
[less than or equal to] 50 60 22.4
Sex
Male 30 11.2
Female 239 88.8
Highest degree earned
Certificate or diploma 30 11.4
Bachelor's degree 203 76.9
Professional master's degree 8 3.0
Applied or research master's degree 23 8.7
Years in practice
<5 40 14.9
5-10 59 21.9
11-15 48 17.8
>15 122 45.4
Member of professional organization
Yes 196 73.4
No 71 26.6
Percentage of time spent
on research activities
0 182 67.9
1-5 64 23.9
6-10 16 6.0
11-100 2.3
Hours worked per week
<20 28 10.4
20-30 51 19.0
31-40 154 57.5
>40 35 13.1
Type of facility
Acute care hospital 106 39.6
Rehabilitation hospital 43 16.0
Long-term care 13 4.9
Complex continuing care 10 3.7
Community health center 3 1.1
Community care access center 14 5.2
Home visiting agency 17 6.3
Private practice or clinic 28 10.5
University or
educational institution 1 0.4
Other 33 12.3
Table 2.
Frequencies of Searching and Reading Research Literature
No. (%) Responding
[less than
Behavior or equal to] 2-5
Statement n 1 Time Times
Use MEDLINE or 265 165 (62.3) 87 (32.8)
other databases
to search for
practice-
relevant
research
literature
Read or review 266 71 (26.7) 149 (56.0)
research
literature
related to
clinical
practice
No. (%) Responding
[less than
Behavior 6-10 11-15 or equal to]
Statement Times Times 16 Times
Use MEDLINE or 12 (4.5) 0 1 (0.4)
other databases
to search for
practice-
relevant
research
literature
Read or review 37 (13.9) 5 (1.9) 4 (1.5)
research
literature
related to
clinical
practice
Table 3.
Factors Associated With Searching the Research
Literature 2 or More Times in a Typical Month
Odds Ratio (a)
(95% Confidence interval)
Factor Level Block Final Model (b)
Male sex Female Reference
Male 3.9 (1.7-9.0) 3.3 (1.4-8.0)
Participation No Reference
in research Yes 3.1 (1.8-5.4) 2.7 (1.5-4.9)
Evidence-based 10% difference 1.7 (1.4-2.1) 1.6 (1.3-2.0)
practice self- 20% difference 2.9 (1.9-4.3) 2.5 (1.6-4.0)
efficacy 30% difference 4.9 (2.6-9.0) 4.0 (2.0-7.9)
Perceived No Reference
facility Yes 2.3 (1.2-4.4) 1.3 (0.6-2.8)
support of use
of research
Internet access No Reference
to Yes 3.3 (1.4-7.9) 2.0 (0.8-4.8)
bibliographic
databases at
work
(a) Ratio of the odds of searching 2 times
compared with searching <1 time in a typical month
after adjustment for the effects of the other
variables in the model.
(b) Hosmer-Lemeshow test, P=.65; C statistic-.77.
Table 4.
Factors Associated With Reading the Research Literature 2
or More Times in a Typical Month
Odds Ratio (a) (95% Confidence
Interval)
Factor Level Block Final Model (b)
Membership in No Reference
professional Yes 3.0 (1.6-5.5) 3.5 (1.7-7.3)
organization
Participation No Reference
in research Yes 3.4 (1.6-7.1) 2.4 (1.1 -5.5)
Evidence-based 10% difference 1.6 (1.3-2.0) 1.5 (1.2-1.9)
practice 20% difference 2.7 (1.84.2) 2.2 (1.3-3.6)
self-efficacy 30% difference 4.4 (2.3-8.5) 3.2 (1.5-6.7)
Perceived No Reference
facility Yes 2.7 (1.54.9) 2.0 (1.04.1)
support of use
of research
Literature No Reference
findings Yes 2.8 (1.3-5.7) 2.0 (0.94.3)
perceived as
being useful in
daily practice
Walking No Reference
interventions Yes 3.0 (1.4-6.4) 2.9 (1.3-6.6)
evaluated in
research
perceived as
being relevant
to practice
(a) Ratio of the odds of reading 2 times compared with
reading 1 time in a typical month after adjustment for the
effects of the other variables in the model.
(b) Hosmer-Lemeshow test, P=.29; C statistic-.81.
Table 5.
2 x 2 Table Showing the Relationship Between the Frequency of
Searching Online Bibliographic Databases and the Frequency of
Reading the Research Literature in a Typical Month (n=262)
No. (% of Total)
Reading the Research
Literature
Searching
Online [less than [less than Total
Bibliographic or equal to] or equal to]
Databases 1 Time/too 2 Times/mo
[less than
or equal to]
1 time/mo 66 (25.2) 96 (36.6) 162
[greater than
or equal to]
2 times/mo 4 (1.5) 96 (36.6) 100
Total 70 192 262
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