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Pragmatic Free Trial Meta<br><br>Pragmatic Free Trail Meta is an open data platform that enables research into pragmatic trials. It collects and shares cleaned trial data and ratings using PRECIS-2, which allows for 프라그마틱 슈가러쉬 ([https://bookmarkdistrict.com/story17854906/11-faux-pas-you-re-actually-able-to-do-with-your-pragmatic-site https://bookmarkdistrict.Com/story17854906/11-faux-pas-you-re-actually-able-to-do-with-your-pragmatic-Site]) multiple and varied meta-epidemiological research studies to compare treatment effects estimates across trials that have different levels of pragmatism as well as other design features.<br><br>Background<br><br>Pragmatic trials provide evidence from the real world that can be used to make clinical decisions. The term "pragmatic" however, is used inconsistently and its definition and assessment require clarification. Pragmatic trials are designed to guide the practice of clinical medicine and policy choices, rather than verify a physiological hypothesis or clinical hypothesis. A pragmatic study should try to be as similar to actual clinical practice as is possible, including the participation of participants, setting up and design of the intervention, its delivery and execution of the intervention, and the determination and analysis of the outcomes, and primary analysis. This is a significant difference between explanation-based trials, as described by Schwartz and Lellouch1, which are designed to test the hypothesis in a more thorough manner.<br><br>Truely pragmatic trials should not blind participants or clinicians. This can result in a bias in the estimates of the effects of treatment. Pragmatic trials will also recruit patients from different health care settings to ensure that the outcomes can be compared to the real world.<br><br>Furthermore, trials that are pragmatic must be focused on outcomes that matter to patients, like quality of life and functional recovery. This is especially important for trials that involve the use of invasive procedures or could have dangerous adverse consequences. The CRASH trial29, for example was focused on functional outcomes to compare a two-page report with an electronic system to monitor the health of hospitalized patients with chronic heart failure. In addition, the catheter trial28 focused on urinary tract infections that are symptomatic of catheters as its primary outcome.<br><br>In addition to these aspects, pragmatic trials should minimize the procedures for conducting trials and requirements for data collection to reduce costs and time commitments. Finally pragmatic trials should try to make their findings as applicable to real-world clinical practice as they can by ensuring that their primary analysis follows the intention-to treat approach (as described in CONSORT extensions for pragmatic trials).<br><br>Many RCTs that don't meet the criteria for pragmatism, however, they have characteristics that are in opposition to pragmatism, have been published in journals of various kinds and incorrectly labeled pragmatic. This could lead to false claims of pragmatism and the term's use should be standardised. The development of a PRECIS-2 tool that provides a standardized objective assessment of pragmatic features is a first step.<br><br>Methods<br><br>In a practical trial the goal is to inform clinical or policy decisions by demonstrating how an intervention would be integrated into everyday routine care. This is distinct from explanation trials that test hypotheses regarding the cause-effect relationship in idealised conditions. Therefore, pragmatic trials might have less internal validity than explanatory trials and may be more susceptible to bias in their design, conduct and analysis. Despite these limitations, pragmatic trials may provide valuable information to decisions in the context of healthcare.<br><br>The PRECIS-2 tool scores an RCT on 9 domains, ranging between 1 and 5 (very pragmatist). In this study, the recruit-ment organization, flexibility in delivery, flexible adherence and follow-up domains scored high scores, but the primary outcome and the method of missing data fell below the pragmatic limit. This suggests that it is possible to design a trial using excellent pragmatic features without compromising the quality of its outcomes.<br><br>However, it's difficult to judge the degree of pragmatism a trial is, since pragmaticity is not a definite attribute; some aspects of a trial may be more pragmatic than others. Moreover, protocol or logistic modifications made during the trial may alter its pragmatism score. Koppenaal and colleagues found that 36% of 89 pragmatic studies were placebo-controlled, or conducted prior to the licensing. The majority of them were single-center. They are not close to the norm, and can only be considered pragmatic if their sponsors agree that these trials aren't blinded.<br><br>Another common aspect of pragmatic trials is that the researchers try to make their results more relevant by analyzing subgroups of the sample. This can result in unbalanced analyses with lower statistical power. This increases the possibility of missing or [https://thebookpage.com/story3382671/10-tell-tale-symptoms-you-must-know-to-get-a-new-how-to-check-the-authenticity-of-pragmatic 프라그마틱 슬롯 환수율] 공식홈페이지; [https://socialevity.com/story19859486/11-ways-to-destroy-your-pragmatic-authenticity-verification Read the Full Write-up], misdetecting differences in the primary outcomes. In the instance of the pragmatic trials that were included in this meta-analysis this was a major issue because the secondary outcomes weren't adjusted for the differences in baseline covariates.<br><br>Furthermore, pragmatic studies can pose difficulties in the collection and interpretation of safety data. It is because adverse events are usually self-reported, and are prone to delays, errors or coding errors. It is therefore important to improve the quality of outcome assessment in these trials, and ideally by using national registry databases instead of relying on participants to report adverse events in the trial's database.<br><br>Results<br><br>While the definition of pragmatism does not require that all clinical trials be 100% pragmatist, there are benefits when incorporating pragmatic components into trials. These include:<br><br>By including routine patients, the results of the trial can be more quickly translated into clinical practice. However, pragmatic trials be a challenge. For instance, the right kind of heterogeneity can allow a trial to generalise its results to many different settings and patients. However the wrong kind of heterogeneity can reduce assay sensitivity and therefore lessen the ability of a trial to detect small treatment effects.<br><br>Many studies have attempted classify pragmatic trials using different definitions and scoring methods. Schwartz and Lellouch1 developed a framework to distinguish between explanatory studies that confirm a physiological hypothesis or clinical hypothesis and pragmatic studies that inform the choice for appropriate therapies in clinical practice. The framework was comprised of nine domains that were scored on a 1-5 scale, with 1 being more informative and 5 was more pragmatic. The domains were recruitment, setting, intervention delivery with flexibility, follow-up and primary analysis.<br><br>The original PRECIS tool3 was built on the same scale and domains. Koppenaal and colleagues10 created an adaptation of this assessment, dubbed the Pragmascope which was more user-friendly to use for systematic reviews. They discovered that pragmatic reviews scored higher in all domains, but scored lower in the primary analysis domain.<br><br>This distinction in the primary analysis domain can be explained by the way that most pragmatic trials analyze data. Certain explanatory trials however don't. The overall score for pragmatic systematic reviews was lower when the domains of management, flexible delivery and follow-up were merged.<br><br>It is crucial to keep in mind that a study that is pragmatic does not mean a low-quality trial. In fact, there are a growing number of clinical trials that employ the word 'pragmatic,' either in their title or abstract (as defined by MEDLINE but which is neither sensitive nor precise). These terms may signal that there is a greater understanding of pragmatism in abstracts and titles, however it's unclear if this is reflected in content.<br><br>Conclusions<br><br>In recent years, pragmatic trials have been becoming more popular in research as the value of real-world evidence is increasingly recognized. They are clinical trials that are randomized that evaluate real-world alternatives to care rather than experimental treatments under development,  [https://geilebookmarks.com/story18049496/ten-things-everyone-misunderstands-about-the-word-pragmatic-slots-free 프라그마틱 슬롯] they have populations of patients that are more similar to the patients who receive routine care, they employ comparators that are used in routine practice (e.g. existing medications) and rely on participant self-report of outcomes. This method is able to overcome the limitations of observational research such as the biases that are associated with the reliance on volunteers as well as the insufficient availability and coding variations in national registries.<br><br>Pragmatic trials also have advantages, including the ability to use existing data sources, and a greater probability of detecting meaningful differences from traditional trials. However, these trials could be prone to limitations that compromise their validity and generalizability. For instance, participation rates in some trials could be lower than anticipated due to the healthy-volunteer effect and financial incentives or competition for participants from other research studies (e.g. industry trials). A lot of pragmatic trials are restricted by the need to enroll participants on time. Practical trials aren't always equipped with controls to ensure that any observed differences aren't due to biases in the trial.<br><br>The authors of the Pragmatic Free Trial Meta identified RCTs published from 2022 to 2022 that self-described as pragmatic. They assessed pragmatism by using the PRECIS-2 tool that includes the eligibility criteria for domains as well as recruitment, flexibility in adherence to intervention, and follow-up. They discovered that 14 of these trials scored highly or pragmatic practical (i.e. scores of 5 or more) in one or more of these domains and that the majority of these were single-center.<br><br>Studies with high pragmatism scores are likely to have more criteria for eligibility than conventional RCTs. They also include populations from many different hospitals. The authors claim that these traits can make pragmatic trials more effective and useful for everyday clinical practice, however they don't necessarily mean that a pragmatic trial is completely free of bias. The pragmatism is not a fixed characteristic and a test that does not have all the characteristics of an explanatory study may still yield reliable and beneficial results.
Pragmatic Free Trial Meta<br><br>Pragmatic Free Trial Meta is a free and non-commercial open data platform and infrastructure that facilitates research on pragmatic trials. It shares clean trial data and ratings using PRECIS-2 which allows for multiple and varied meta-epidemiological studies that examine the effects of treatment across trials that have different levels of pragmatism and other design features.<br><br>Background<br><br>Pragmatic studies are increasingly acknowledged as providing evidence from the real world for clinical decision making. The term "pragmatic", however, is a word that is often used in contradiction and its definition and assessment require clarification. Pragmatic trials are intended to guide the practice of clinical medicine and policy decisions, not to prove a physiological or clinical hypothesis. A pragmatic trial should try to be as similar to the real-world clinical environment as possible, including in its recruitment of participants, setting and design, the delivery and execution of the intervention, determination and analysis of the outcomes, and primary analysis. This is a key distinction from explanation trials (as described by Schwartz and Lellouch1) that are designed to provide more thorough confirmation of the hypothesis.<br><br>Truely pragmatic trials should not be blind participants or the clinicians. This can lead to an overestimation of treatment effects. Practical trials should also aim to enroll patients from a wide range of health care settings so that their results can be compared to the real world.<br><br>Furthermore studies that are pragmatic should focus on outcomes that are vital for patients, such as quality of life or functional recovery. This is especially important when trials involve invasive procedures or have potentially harmful adverse effects. The CRASH trial29 compared a two-page report with an electronic monitoring system for patients in hospitals with chronic heart failure. The catheter trial28, however utilized symptomatic catheter-related urinary tract infection as the primary outcome.<br><br>In addition to these aspects pragmatic trials should also reduce the procedures for conducting trials and requirements for data collection to cut costs and time commitments. Finally pragmatic trials should strive to make their findings as applicable to real-world clinical practice as possible by making sure that their primary method of analysis follows the intention-to treat approach (as described in CONSORT extensions for pragmatic trials).<br><br>Many RCTs that don't meet the criteria for pragmatism however,  [https://bookmarkproduct.com/story18179186/what-is-pragmatic-and-why-is-everyone-speakin-about-it 프라그마틱 추천] they have characteristics that are contrary to pragmatism, have been published in journals of different types and incorrectly labeled pragmatic. This can lead to false claims of pragmaticity, and the usage of the term needs to be standardized. The development of the PRECIS-2 tool, which offers an objective and standard assessment of practical features, is a good first step.<br><br>Methods<br><br>In a pragmatic study the goal is to inform clinical or policy decisions by showing how an intervention could be implemented into routine care. Explanatory trials test hypotheses concerning the causal-effect relationship in idealized conditions. Consequently, pragmatic trials may be less reliable than explanatory trials, and could be more susceptible to bias in their design, conduct and analysis. Despite these limitations, pragmatic trials may contribute valuable information to decisions in the context of healthcare.<br><br>The PRECIS-2 tool measures the degree of pragmatism in an RCT by assessing it across 9 domains ranging from 1 (very explanatory) to 5 (very pragmatic). In this study, the recruit-ment organisation, flexibility: delivery, flexible adherence and follow-up domains were awarded high scores, however the primary outcome and the method of missing data were below the practical limit. This suggests that a trial could be designed with effective pragmatic features, without compromising its quality.<br><br>It is difficult to determine the amount of pragmatism that is present in a trial since pragmatism doesn't possess a specific characteristic. Certain aspects of a study can be more pragmatic than other. Additionally, logistical or protocol changes during the trial may alter its score in pragmatism. Koppenaal and colleagues found that 36% of 89 pragmatic studies were placebo-controlled or conducted prior 프라그마틱 무료슬롯, [https://captainbookmark.com/story18048704/8-tips-to-boost-your-pragmatic-experience-game Visit Homepage], to licensing. They also found that the majority were single-center. Thus, they are not as common and can only be called pragmatic when their sponsors are accepting of the lack of blinding in these trials.<br><br>A common feature of pragmatic studies is that researchers attempt to make their findings more meaningful by analyzing subgroups within the trial sample. This can result in unbalanced analyses that have lower statistical power. This increases the chance of missing or misdetecting differences in the primary outcomes. This was a problem in the meta-analysis of pragmatic trials due to the fact that secondary outcomes were not adjusted for covariates' differences at the baseline.<br><br>Additionally the pragmatic trials may present challenges in the collection and interpretation of safety data. This is due to the fact that adverse events are usually self-reported and prone to reporting delays, inaccuracies or coding errors. It is important to improve the quality and accuracy of the outcomes in these trials.<br><br>Results<br><br>Although the definition of pragmatism does not require that all clinical trials be 100% pragmatic, there are benefits when incorporating pragmatic components into trials. These include:<br><br>By incorporating routine patients, the trial results can be translated more quickly into clinical practice. However, pragmatic trials may also have disadvantages. The right kind of heterogeneity, like could allow a study to generalise its findings to many different settings or patients. However the wrong type of heterogeneity could reduce the sensitivity of an assay and, consequently, lessen the power of a trial to detect minor treatment effects.<br><br>Several studies have attempted to classify pragmatic trials using different definitions and scoring methods. Schwartz and Lellouch1 have developed a framework that can differentiate between explanation studies that support a physiological or clinical hypothesis, and pragmatic studies that inform the selection of appropriate therapies in real world clinical practice. The framework was comprised of nine domains, each scoring on a scale ranging from 1 to 5 with 1 indicating more explanatory and 5 suggesting more pragmatic. The domains were recruitment, setting, intervention delivery and follow-up, as well as flexible adherence and primary analysis.<br><br>The initial PRECIS tool3 included similar domains and scales from 1 to 5. Koppenaal and colleagues10 developed an adaptation to this assessment,  [https://agency-social.com/story3424755/one-of-the-most-innovative-things-that-are-happening-with-pragmatic-genuine 프라그마틱 슬롯체험] dubbed the Pragmascope which was more user-friendly to use in systematic reviews. They discovered that pragmatic reviews scored higher on average in all domains, but scored lower in the primary analysis domain.<br><br>The difference in the primary analysis domains could be explained by the way that most pragmatic trials approach data. Certain explanatory trials however, do not. The overall score was lower for pragmatic systematic reviews when the domains of the organization, flexibility of delivery and follow-up were combined.<br><br>It is important to remember that the term "pragmatic trial" does not necessarily mean a low quality trial, and there is an increasing rate of clinical trials (as defined by MEDLINE search, but this is neither specific or sensitive) which use the word "pragmatic" in their abstracts or titles. These terms may signal a greater understanding of pragmatism in abstracts and titles, but it's unclear whether this is evident in content.<br><br>Conclusions<br><br>As appreciation for the value of evidence from the real world becomes more commonplace, pragmatic trials have gained momentum in research. They are randomized studies that compare real-world treatment options with experimental treatments in development. They include patient populations that are more similar to those who receive treatment in regular medical care. This method has the potential to overcome the limitations of observational studies that are prone to biases that arise from relying on volunteers and the lack of availability and the variability of coding in national registries.<br><br>Other advantages of pragmatic trials include the ability to use existing data sources, and a greater probability of detecting significant changes than traditional trials. However, they may be prone to limitations that undermine their effectiveness and generalizability. The participation rates in certain trials could be lower than anticipated due to the health-promoting effect, financial incentives, or  [https://pragmatic-korea00864.losblogos.com/29291586/responsible-for-an-pragmatic-authenticity-verification-budget-10-incredible-ways-to-spend-your-money 프라그마틱 정품 확인법] 정품인증 [[https://bookmarkbooth.com/story18098736/5-pragmatic-slots-return-rate-lessons-from-the-professionals linked internet page]] competition from other research studies. Many pragmatic trials are also restricted by the need to enroll participants on time. Practical trials aren't always equipped with controls to ensure that the observed differences aren't caused by biases in the trial.<br><br>The authors of the Pragmatic Free Trial Meta identified 48 RCTs that self-described themselves as pragmatic and were published until 2022. The PRECIS-2 tool was employed to evaluate the degree of pragmatism. It covers domains such as eligibility criteria, recruitment flexibility, adherence to intervention, and follow-up. They found that 14 of these trials scored pragmatic or highly practical (i.e. scoring 5 or more) in one or more of these domains, and that the majority were single-center.<br><br>Studies with high pragmatism scores are likely to have more criteria for eligibility than conventional RCTs. They also include populations from many different hospitals. According to the authors, could make pragmatic trials more relevant and useful in the daily practice. However, they cannot ensure that a study is free of bias. Moreover, the pragmatism of the trial is not a predetermined characteristic A pragmatic trial that does not have all the characteristics of an explanatory trial can yield reliable and relevant results.

Latest revision as of 01:51, 27 December 2024

Pragmatic Free Trial Meta

Pragmatic Free Trial Meta is a free and non-commercial open data platform and infrastructure that facilitates research on pragmatic trials. It shares clean trial data and ratings using PRECIS-2 which allows for multiple and varied meta-epidemiological studies that examine the effects of treatment across trials that have different levels of pragmatism and other design features.

Background

Pragmatic studies are increasingly acknowledged as providing evidence from the real world for clinical decision making. The term "pragmatic", however, is a word that is often used in contradiction and its definition and assessment require clarification. Pragmatic trials are intended to guide the practice of clinical medicine and policy decisions, not to prove a physiological or clinical hypothesis. A pragmatic trial should try to be as similar to the real-world clinical environment as possible, including in its recruitment of participants, setting and design, the delivery and execution of the intervention, determination and analysis of the outcomes, and primary analysis. This is a key distinction from explanation trials (as described by Schwartz and Lellouch1) that are designed to provide more thorough confirmation of the hypothesis.

Truely pragmatic trials should not be blind participants or the clinicians. This can lead to an overestimation of treatment effects. Practical trials should also aim to enroll patients from a wide range of health care settings so that their results can be compared to the real world.

Furthermore studies that are pragmatic should focus on outcomes that are vital for patients, such as quality of life or functional recovery. This is especially important when trials involve invasive procedures or have potentially harmful adverse effects. The CRASH trial29 compared a two-page report with an electronic monitoring system for patients in hospitals with chronic heart failure. The catheter trial28, however utilized symptomatic catheter-related urinary tract infection as the primary outcome.

In addition to these aspects pragmatic trials should also reduce the procedures for conducting trials and requirements for data collection to cut costs and time commitments. Finally pragmatic trials should strive to make their findings as applicable to real-world clinical practice as possible by making sure that their primary method of analysis follows the intention-to treat approach (as described in CONSORT extensions for pragmatic trials).

Many RCTs that don't meet the criteria for pragmatism however, 프라그마틱 추천 they have characteristics that are contrary to pragmatism, have been published in journals of different types and incorrectly labeled pragmatic. This can lead to false claims of pragmaticity, and the usage of the term needs to be standardized. The development of the PRECIS-2 tool, which offers an objective and standard assessment of practical features, is a good first step.

Methods

In a pragmatic study the goal is to inform clinical or policy decisions by showing how an intervention could be implemented into routine care. Explanatory trials test hypotheses concerning the causal-effect relationship in idealized conditions. Consequently, pragmatic trials may be less reliable than explanatory trials, and could be more susceptible to bias in their design, conduct and analysis. Despite these limitations, pragmatic trials may contribute valuable information to decisions in the context of healthcare.

The PRECIS-2 tool measures the degree of pragmatism in an RCT by assessing it across 9 domains ranging from 1 (very explanatory) to 5 (very pragmatic). In this study, the recruit-ment organisation, flexibility: delivery, flexible adherence and follow-up domains were awarded high scores, however the primary outcome and the method of missing data were below the practical limit. This suggests that a trial could be designed with effective pragmatic features, without compromising its quality.

It is difficult to determine the amount of pragmatism that is present in a trial since pragmatism doesn't possess a specific characteristic. Certain aspects of a study can be more pragmatic than other. Additionally, logistical or protocol changes during the trial may alter its score in pragmatism. Koppenaal and colleagues found that 36% of 89 pragmatic studies were placebo-controlled or conducted prior 프라그마틱 무료슬롯, Visit Homepage, to licensing. They also found that the majority were single-center. Thus, they are not as common and can only be called pragmatic when their sponsors are accepting of the lack of blinding in these trials.

A common feature of pragmatic studies is that researchers attempt to make their findings more meaningful by analyzing subgroups within the trial sample. This can result in unbalanced analyses that have lower statistical power. This increases the chance of missing or misdetecting differences in the primary outcomes. This was a problem in the meta-analysis of pragmatic trials due to the fact that secondary outcomes were not adjusted for covariates' differences at the baseline.

Additionally the pragmatic trials may present challenges in the collection and interpretation of safety data. This is due to the fact that adverse events are usually self-reported and prone to reporting delays, inaccuracies or coding errors. It is important to improve the quality and accuracy of the outcomes in these trials.

Results

Although the definition of pragmatism does not require that all clinical trials be 100% pragmatic, there are benefits when incorporating pragmatic components into trials. These include:

By incorporating routine patients, the trial results can be translated more quickly into clinical practice. However, pragmatic trials may also have disadvantages. The right kind of heterogeneity, like could allow a study to generalise its findings to many different settings or patients. However the wrong type of heterogeneity could reduce the sensitivity of an assay and, consequently, lessen the power of a trial to detect minor treatment effects.

Several studies have attempted to classify pragmatic trials using different definitions and scoring methods. Schwartz and Lellouch1 have developed a framework that can differentiate between explanation studies that support a physiological or clinical hypothesis, and pragmatic studies that inform the selection of appropriate therapies in real world clinical practice. The framework was comprised of nine domains, each scoring on a scale ranging from 1 to 5 with 1 indicating more explanatory and 5 suggesting more pragmatic. The domains were recruitment, setting, intervention delivery and follow-up, as well as flexible adherence and primary analysis.

The initial PRECIS tool3 included similar domains and scales from 1 to 5. Koppenaal and colleagues10 developed an adaptation to this assessment, 프라그마틱 슬롯체험 dubbed the Pragmascope which was more user-friendly to use in systematic reviews. They discovered that pragmatic reviews scored higher on average in all domains, but scored lower in the primary analysis domain.

The difference in the primary analysis domains could be explained by the way that most pragmatic trials approach data. Certain explanatory trials however, do not. The overall score was lower for pragmatic systematic reviews when the domains of the organization, flexibility of delivery and follow-up were combined.

It is important to remember that the term "pragmatic trial" does not necessarily mean a low quality trial, and there is an increasing rate of clinical trials (as defined by MEDLINE search, but this is neither specific or sensitive) which use the word "pragmatic" in their abstracts or titles. These terms may signal a greater understanding of pragmatism in abstracts and titles, but it's unclear whether this is evident in content.

Conclusions

As appreciation for the value of evidence from the real world becomes more commonplace, pragmatic trials have gained momentum in research. They are randomized studies that compare real-world treatment options with experimental treatments in development. They include patient populations that are more similar to those who receive treatment in regular medical care. This method has the potential to overcome the limitations of observational studies that are prone to biases that arise from relying on volunteers and the lack of availability and the variability of coding in national registries.

Other advantages of pragmatic trials include the ability to use existing data sources, and a greater probability of detecting significant changes than traditional trials. However, they may be prone to limitations that undermine their effectiveness and generalizability. The participation rates in certain trials could be lower than anticipated due to the health-promoting effect, financial incentives, or 프라그마틱 정품 확인법 정품인증 [linked internet page] competition from other research studies. Many pragmatic trials are also restricted by the need to enroll participants on time. Practical trials aren't always equipped with controls to ensure that the observed differences aren't caused by biases in the trial.

The authors of the Pragmatic Free Trial Meta identified 48 RCTs that self-described themselves as pragmatic and were published until 2022. The PRECIS-2 tool was employed to evaluate the degree of pragmatism. It covers domains such as eligibility criteria, recruitment flexibility, adherence to intervention, and follow-up. They found that 14 of these trials scored pragmatic or highly practical (i.e. scoring 5 or more) in one or more of these domains, and that the majority were single-center.

Studies with high pragmatism scores are likely to have more criteria for eligibility than conventional RCTs. They also include populations from many different hospitals. According to the authors, could make pragmatic trials more relevant and useful in the daily practice. However, they cannot ensure that a study is free of bias. Moreover, the pragmatism of the trial is not a predetermined characteristic A pragmatic trial that does not have all the characteristics of an explanatory trial can yield reliable and relevant results.