1
|
Sridharan K, Sivaramakrishnan G. Enhancing readability of USFDA patient communications through large language models: a proof-of-concept study. Expert Rev Clin Pharmacol 2024; 17:731-741. [PMID: 38823007 DOI: 10.1080/17512433.2024.2363840] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2024] [Accepted: 05/31/2024] [Indexed: 06/03/2024]
Abstract
BACKGROUND The US Food and Drug Administration (USFDA) communicates new drug safety concerns through drug safety communications (DSCs) and medication guides (MGs), which often challenge patients with average reading abilities due to their complexity. This study assesses whether large language models (LLMs) can enhance the readability of these materials. METHODS We analyzed the latest DSCs and MGs, using ChatGPT 4.0© and Gemini© to simplify them to a sixth-grade reading level. Outputs were evaluated for readability, technical accuracy, and content inclusiveness. RESULTS Original materials were difficult to read (DSCs grade level 13, MGs 22). LLMs significantly improved readability, reducing the grade levels to more accessible readings (Single prompt - DSCs: ChatGPT 4.0© 10.1, Gemini© 8; MGs: ChatGPT 4.0© 7.1, Gemini© 6.5. Multiple prompts - DSCs: ChatGPT 4.0© 10.3, Gemini© 7.5; MGs: ChatGPT 4.0© 8, Gemini© 6.8). LLM outputs retained technical accuracy and key messages. CONCLUSION LLMs can significantly simplify complex health-related information, making it more accessible to patients. Future research should extend these findings to other languages and patient groups in real-world settings.
Collapse
Affiliation(s)
- Kannan Sridharan
- Department of Pharmacology & Therapeutics, College of Medicine & Medical Sciences, Arabian Gulf University, Manama, Kingdom of Bahrain
| | - Gowri Sivaramakrishnan
- Speciality Dental Residency Program, Primary Health Care Centers, Manama, Kingdom of Bahrain
| |
Collapse
|
2
|
Evaluation of an educational intervention on physicians’ knowledge about adverse drug reaction reporting system. J Public Health (Oxf) 2021. [DOI: 10.1007/s10389-019-01116-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022] Open
|
3
|
Hoque S, Chen BJ, Schoen MW, Carson KR, Keller J, Witherspoon BJ, Knopf KB, Yang YT, Schooley B, Nabhan C, Sartor O, Yarnold PR, Ray P, Bobolts L, Hrushesky WJ, Dickson M, Bennett CL. End of an era of administering erythropoiesis stimulating agents among Veterans Administration cancer patients with chemotherapy-induced anemia. PLoS One 2020; 15:e0234541. [PMID: 32584835 PMCID: PMC7316310 DOI: 10.1371/journal.pone.0234541] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2019] [Accepted: 04/18/2020] [Indexed: 11/18/2022] Open
Abstract
Erythropoisis stimulating agent (ESA) use was addressed in Food and Drug Administration (FDA) Oncology Drug Advisory Committee (ODAC) meetings between 2004 and 2008. FDA safety-focused regulatory actions occurred in 2007 and 2008. In 2007, black box warnings advised of early death and venous thromboembolism (VTE) risks with ESAs in oncology. In 2010, a Risk Evaluation Strategies (REMS) was initiated, with cancer patient consent that mortality and VTE risks were noted with ESAs. We report warnings and REMS impacts on ESA utilization among Veterans Administration (VA) cancer patients with chemotherapy-induced anemia (CIA). Data were from Veterans Affairs database (2003–2012). Epoetin and darbepoetin use were primary outcomes. Segmented linear regression was used to estimate changes in ESA use levels and trends, clinical appropriateness, and adverse events (VTEs) among chemotherapy-treated cancer patients. To estimate changes in level of drug prescription rate after policy actions, model-specific indicator variables as covariates based on specific actions were included. ESA use fell by 95% and 90% from 2005, for epoetin and darbepoetin, from 22% and 11%, respectively, to 1% and 1%, respectively, among cancer patients with CIA, respectively (p<0.01). Following REMS in 2010, mean hematocrit levels at ESA initiation decreased from 30% to 21% (p<0.01). Black box warnings preceded decreased ESA use among VA cancer patients with CIA. REMS was followed by reduced hematocrit levels at ESA initiation. Our findings contrast with privately- insured and Medicaid insured cancer patient data on chemotherapy-induced anemia where ESA use decreased to 3% to 7% by 2010–2012. By 2012, the era of ESA administration to VA to cancer patients had ended but the warnings remain relevant and significant. In 2019, oncology/hematology national guidelines (ASCO/ASH) recommend that cancer patients with chemotherapy-induced anemia should receive ESAs or red blood cell transfusions after risk-benefit evaluation.
Collapse
Affiliation(s)
- Shamia Hoque
- Department of Civil and Environmental Engineering, College of Engineering and Computing, University of South Carolina, Columbia, South Carolina, United States of America
- * E-mail:
| | - Brian J. Chen
- Arnold School of Public Health, University of South Carolina, Columbia, South Carolina, United States of America
| | - Martin W. Schoen
- Department of Medicine, Saint Louis University School of Medicine, Saint Louis, Missouri, United States of America
| | - Kenneth R. Carson
- The Washington University School of Medicine and the Saint Louis VA Medical Center, St. Louis, Missouri, United States of America
| | - Jesse Keller
- The Washington University School of Medicine and the Saint Louis VA Medical Center, St. Louis, Missouri, United States of America
| | | | - Kevin B. Knopf
- College of Pharmacy, University of South Carolina, Columbia, South Carolina, United States of America
| | - Y. Tony Yang
- George Washington University, Washington, DC, United States of America
| | - Benjamin Schooley
- Department of Integrated Information Technology, College of Engineering and Computing, University of South Carolina, Columbia, South Carolina, United States of America
| | - Chadi Nabhan
- College of Pharmacy, University of South Carolina, Columbia, South Carolina, United States of America
| | - Oliver Sartor
- Tulane University School of Medicine, New Orleans, Louisiana, United States of America
| | - Paul R. Yarnold
- Medical University of South Carolina, Charleston, South Carolina, United States of America
- College of Pharmacy, University of South Carolina, Columbia, South Carolina, United States of America
| | - Paul Ray
- College of Pharmacy, University of South Carolina, Columbia, South Carolina, United States of America
| | - Laura Bobolts
- Oncology Analytics, Plantation, Florida, United States of America
- College of Pharmacy, Nova Southeastern University, Fort Lauderdale, Florida, United States of America
| | - William J. Hrushesky
- The Washington University School of Medicine and the Saint Louis VA Medical Center, St. Louis, Missouri, United States of America
- Medical University of South Carolina, Charleston, South Carolina, United States of America
- College of Pharmacy, University of South Carolina, Columbia, South Carolina, United States of America
| | - Michael Dickson
- College of Pharmacy, University of South Carolina, Columbia, South Carolina, United States of America
| | - Charles L. Bennett
- College of Pharmacy, University of South Carolina, Columbia, South Carolina, United States of America
| |
Collapse
|
4
|
Neha R, Subeesh V, Beulah E, Gouri N, Maheswari E. Existence of Notoriety Bias in FDA Adverse Event Reporting System Database and Its Impact on Signal Strength. Hosp Pharm 2019; 56:152-158. [PMID: 34024922 DOI: 10.1177/0018578719882323] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Background: Notoriety bias is defined as "a selection bias in which a case has a greater chance of being reported if the subject is exposed to the studied factor known to cause, thought to cause, or likely to cause the event of interest." This study aimed to determine the existence of notoriety bias in the FDA Adverse Event Reporting System (FAERS) database and estimate the impact of potential notoriety bias induced by safety alerts on signal estimation using disproportionality analysis. Methods: Publicly available FAERS data were downloaded and used for analysis. Thirty-one drugs which had label change/safety alert issued by FDA from 2009 to 2013 were considered. These drugs were reviewed 4 quarters before and after the safety alert notification for the existence of notoriety bias. The impact of notoriety bias induced by safety alerts was analyzed by comparing the signal strength using reporting odds ratio (ROR) and proportional reporting ratio (PRR), 2 years before and after the safety alert. Wilcoxon signed rank test was used to determine whether there were a statistically significant difference before and after the safety alert. Results: There was increased reporting for 11 drugs after the safety alert/label change by the FDA. The reporting of 20 drugs decreased or remained unchanged after the safety alert/label change by the FDA. Wilcoxon signed rank test showed that there is no statistically significant difference with respect to the number of reports before and after the safety alert (P = .330, Z = -0.974). Fourteen (45.16%) drugs had an increase in ROR, while 17 (54.83%) drugs had a decrease in ROR after safety alert issued by FDA (P = .953, Z = -0.059). Fourteen (45.16%) drugs had an increase in PRR, while 17 (54.83%) drugs had a decrease in PRR after safety alert issued by the FDA (P = .914, Z = -0.108). Conclusion: Although few FDA safety alert/warnings had a strong and immediate impact, many had no impact on reporting of AE and signal strength. This study found that overreporting due to notoriety bias does not exist in the FAERS database and the overall disproportionality in signal estimates is not altered by the safety alert.
Collapse
Affiliation(s)
- Reddy Neha
- Department of Pharmacy Practice, M. S. Ramaiah University of Applied Sciences, Bengaluru, India
| | - Viswam Subeesh
- Department of Pharmacy Practice, M. S. Ramaiah University of Applied Sciences, Bengaluru, India
| | - Elsa Beulah
- Department of Pharmacy Practice, M. S. Ramaiah University of Applied Sciences, Bengaluru, India
| | - Nair Gouri
- Department of Pharmacology, M. S. Ramaiah University of Applied Sciences, Bengaluru, India
| | - Eswaran Maheswari
- Department of Pharmacy Practice, M. S. Ramaiah University of Applied Sciences, Bengaluru, India
| |
Collapse
|
5
|
Perry LT, Bhasale A, Fabbri A, Lexchin J, Puil L, Joarder M, Mintzes B. Comparative Analysis of Medicines Safety Advisories Released by Australia, Canada, the United States, and the United Kingdom. JAMA Intern Med 2019; 179:982-984. [PMID: 31033999 PMCID: PMC6583834 DOI: 10.1001/jamainternmed.2019.0294] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
This study examines how often medicines regulators in Australia, Canada, the United Kingdom, and the United States were concordant in their decisions to issue safety advisories on approved prescription medicines.
Collapse
Affiliation(s)
- Lucy T Perry
- Charles Perkins Centre and School of Pharmacy, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Alice Bhasale
- Charles Perkins Centre and School of Pharmacy, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Alice Fabbri
- Charles Perkins Centre and School of Pharmacy, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Joel Lexchin
- School of Health Policy and Management, Faculty of Health, York University, Toronto, Ontario, Canada
| | - Lorri Puil
- Department of Anaesthesiology, Pharmacology, and Therapeutics, Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Maisah Joarder
- Charles Perkins Centre and School of Pharmacy, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Barbara Mintzes
- Charles Perkins Centre and School of Pharmacy, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
| |
Collapse
|
6
|
Karlsson Lind L, Komen J, Wettermark B, von Euler M, Tomson T. Valproic acid utilization among girls and women in Stockholm: Impact of regulatory restrictions. Epilepsia Open 2018; 3:357-363. [PMID: 30187006 PMCID: PMC6119758 DOI: 10.1002/epi4.12228] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/01/2018] [Indexed: 11/11/2022] Open
Abstract
Objective In November 2014, the European Medicines Agency (EMA) strengthened restrictions on the use of valproic acid in girls and women of childbearing potential. The objective of this study was to determine whether there has been a change in initiations of valproic acid treatment to females after the regulatory restrictions and to assess if such changes differed between indications (epilepsy and psychiatric disorder). Methods An interrupted time-series analysis was conducted using all initiations of valproic acid in Stockholm, Sweden. from January 2011 to June 2017. Female and male patients aged 0-45 years with a recorded diagnosis of epilepsy and/or a psychiatric disorder were compared. Results Before the EMA warning, a decline in trend of valproic acid initiations was seen in patients with epilepsy. After the warning, a significant decrease of valproic acid initiations was seen in women with a psychiatric disorder, but not in women with epilepsy. Significance The regulatory warning appeared to have significantly influenced valproic acid initiations in women of childbearing age with a psychiatric disorder. No effect was seen in women with epilepsy, probably because the decline had started long before.
Collapse
Affiliation(s)
- Linnéa Karlsson Lind
- Health and Medical Care Administration Stockholm County Council Stockholm Sweden.,Department of Clinical Science and Education Södersjukhuset Karolinska Institutet Stockholm Sweden
| | - Joris Komen
- Department of Pharmaceutical Sciences Utrecht University Utrecht The Netherlands
| | - Björn Wettermark
- Health and Medical Care Administration Stockholm County Council Stockholm Sweden.,Department of Medicine Solna Centre for Pharmacoepidemiology Karolinska Institutet Karolinska University Hospital Stockholm Sweden
| | - Mia von Euler
- Department of Clinical Science and Education Södersjukhuset Karolinska Institutet Stockholm Sweden.,Clinical Pharmacology Karolinska University Hospital, Solna Stockholm Sweden.,Department of Medicine, Solna Karolinska Institutet Stockholm Sweden
| | - Torbjörn Tomson
- Department of Clinical Neuroscience Karolinska Institutet Stockholm Sweden
| |
Collapse
|
7
|
de Vries ST, Wong L, Sutcliffe A, Houÿez F, Ruiz CL, Mol PGM. Factors Influencing the Use of a Mobile App for Reporting Adverse Drug Reactions and Receiving Safety Information: A Qualitative Study. Drug Saf 2017; 40:443-455. [PMID: 28035492 PMCID: PMC5384960 DOI: 10.1007/s40264-016-0494-x] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Introduction A mobile app may increase the reporting of adverse drug reactions (ADRs) and improve the communication of new drug safety information. Factors that influence the use of an app for such two-way risk communication need to be considered at the development stage. Objective Our aim was to reveal the factors that may influence healthcare professionals (HCPs) and patients to use an app for two-way risk communication. Methods Focus group discussions and face-to-face interviews were conducted in the Netherlands, Spain and the UK. Patients with type 2 diabetes mellitus, patients with a rare disease or their caregivers and adolescents with health conditions were eligible to participate. HCPs included pharmacists, paediatricians, general practitioners, internists, practice nurses and professionals caring for patients with a rare disease. Patients and HCPs were recruited through various channels. The recorded discussions and interviews were transcribed verbatim. The dataset was analysed using thematic analysis and arranged according to the Unified Theory of Acceptance and Use of Technology. Results Seven focus group discussions and 13 interviews were conducted. In total, 21 HCPs and 50 patients participated. Identified factors that may influence the use of the app were the type of feedback given on reported ADRs, how ADR reports are stored and the type of drug news. Also mentioned were other functions of the app, ease of use, type of language, the source of safety information provided through the app, security of the app, layout, the operating systems on which the app can be used and the costs. Conclusions Further research is needed to assess associations between user characteristics and the direction (positive or negative) of the factors potentially influencing app use. Electronic supplementary material The online version of this article (doi:10.1007/s40264-016-0494-x) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
- Sieta T de Vries
- Department of Clinical Pharmacy and Pharmacology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Lisa Wong
- Population, Policy and Practice Programme, UCL Institute of Child Health, 30 Guilford Street, London, WC1N 1EH, UK
| | - Alastair Sutcliffe
- Population, Policy and Practice Programme, UCL Institute of Child Health, 30 Guilford Street, London, WC1N 1EH, UK
| | - François Houÿez
- European Organisation for Rare Diseases (EURORDIS), Paris, France
| | | | - Peter G M Mol
- Department of Clinical Pharmacy and Pharmacology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands.
| | | |
Collapse
|
8
|
Stimulated reporting: the impact of US food and drug administration-issued alerts on the adverse event reporting system (FAERS). Drug Saf 2015; 37:971-80. [PMID: 25255848 PMCID: PMC4206770 DOI: 10.1007/s40264-014-0225-0] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Background The US Food and Drug Administration (FDA) uses the Adverse Event Reporting System (FAERS) to support post-marketing safety surveillance programs. Currently, almost one million case reports are submitted to FAERS each year, making it a vast repository of drug safety information. Sometimes cited as a limitation of FAERS, however, is the assumption that “stimulated reporting” of adverse events (AEs) occurs in response to warnings, alerts, and label changes that are issued by the FDA. Objective To determine the extent of “stimulated reporting” in the modern-day FAERS database. Methods One hundred drugs approved by the FDA between 2001 and 2010 were included in this analysis. FDA alerts were obtained by a comprehensive search of the FDA’s MedWatch and main websites. Publicly available FAERS data were used to assess the “primary suspect” AE reporting pattern for up to four quarters before, and after, the issuance of an FDA alert. Results A few drugs did demonstrate “stimulated reporting” trends. A majority of the drugs, however, showed little evidence for significant reporting changes associated with the issuance of alerts. When we compared the percentage changes in reporting after an FDA alert with those after a sham “control alert”, the overall reporting trends appeared to be quite similar. Of 100 drugs analyzed for short-term reporting trends, 21 real alerts and 25 sham alerts demonstrated an increase (greater than or equal to 1 %) in reporting. The long-term analysis of 91 drugs showed that 24 real alerts and 28 sham alerts demonstrated a greater than or equal to 1 % increase. Conclusions Our results suggest that most of modern day FAERS reporting is not significantly affected by the issuance of FDA alerts. Electronic supplementary material The online version of this article (doi:10.1007/s40264-014-0225-0) contains supplementary material, which is available to authorized users.
Collapse
|
9
|
Hsiao FY, Chou HC, Chen WW. Impact of safety-related regulation on use of parenteral ketorolac in a nationally representative population. JOURNAL OF PHARMACEUTICAL HEALTH SERVICES RESEARCH 2014. [DOI: 10.1111/jphs.12054] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Affiliation(s)
- Fei-Yuan Hsiao
- Graduate Institute of Clinical Pharmacy; National Taiwan University; Taipei Taiwan
- School of Pharmacy; College of Medicine; National Taiwan University; Taipei Taiwan
- Department of Pharmacy; National Taiwan University Hospital; Taipei Taiwan
| | - Hsin-Chun Chou
- Graduate Institute of Clinical Pharmacy; National Taiwan University; Taipei Taiwan
| | - Wen-Wen Chen
- Taiwan National Adverse Drug Reaction Reporting Center; Taipei Taiwan
- Drug Safety Division; Taiwan Drug Relief Foundation; Taipei Taiwan
| |
Collapse
|
10
|
Mittal M, Harrison DL, Miller MJ, Farmer KC, Thompson DM, Ng YT. Have antiepileptic drug prescription claims changed following the FDA suicidality warning? An evaluation in a state Medicaid program. Epilepsy Behav 2014; 34:109-15. [PMID: 24739448 DOI: 10.1016/j.yebeh.2014.03.017] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/09/2014] [Revised: 03/18/2014] [Accepted: 03/21/2014] [Indexed: 11/30/2022]
Abstract
OBJECTIVE In January 2008, the Food and Drug Administration (FDA) communicated concerns and, in May 2009, issued a warning about an increased risk of suicidality for all antiepileptic drugs (AEDs). This research evaluated the association between the FDA suicidality communications and the AED prescription claims among members with epilepsy and/or psychiatric disorder. METHODS A longitudinal interrupted time-series design was utilized to evaluate Oklahoma Medicaid claims data from January 2006 through December 2009. The study included 9289 continuously eligible members with prevalent diagnoses of epilepsy and/or psychiatric disorder and at least one AED prescription claim. Trends, expressed as monthly changes in the log odds of AED prescription claims, were compared across three time periods: before (January 2006 to January 2008), during (February 2008 to May 2009), and after (June 2009 to December 2009) the FDA warning. RESULTS Before the FDA warning period, a significant upward trend of AED prescription claims of 0.01% per month (99% CI: 0.008% to 0.013%, p<0.0001) was estimated. In comparison to the prewarning period, no significant change in trend was detected during (-20.0%, 99% CI: -70.0% to 30.0%, p=0.34) or after (80.0%, 99% CI: -20.0% to 200.0%, p=0.03) the FDA warning period. After stratification, no diagnostic group (i.e., epilepsy alone, epilepsy and comorbid psychiatric disorder, and psychiatric disorder alone) experienced a significant change in trend during the entire study period (p>0.01). CONCLUSIONS During the time period considered, the FDA AED-related suicidality warning does not appear to have significantly affected prescription claims of AED medications for the study population.
Collapse
Affiliation(s)
- Manish Mittal
- Health Economics and Outcomes Research, AbbVie, North Chicago, IL, USA.
| | - Donald L Harrison
- Department of Pharmacy, Clinical and Administrative Sciences, The University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA.
| | - Michael J Miller
- Department of Pharmacy, Clinical and Administrative Sciences, The University of Oklahoma Health Sciences Center, Tulsa, OK, USA.
| | - Kevin C Farmer
- Department of Pharmacy, Clinical and Administrative Sciences, The University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA.
| | - David M Thompson
- Department of Biostatistics and Epidemiology, The University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA.
| | - Yu-Tze Ng
- Department of Neurology, The University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA.
| |
Collapse
|
11
|
Abstract
Risk communication is central to the risk management strategy of a pharmaceutical company. Pharmaceutical companies primarily communicate risk through labelling tools such as the Summary of Product Characteristics (SmPC), package insert, patient information leaflet (PIL) and the carton, which are currently regulated based on templates such as those of the EU. Recent research raises concern about how effective the SmPC is alone in communicating risk. There is some evidence that carton design can influence risk comprehension. Processes to check new trade names cannot be confused with existing names is a simple measure to mitigate one form of risk. Given the central role and the vast amount of resource that is consumed, it is surprising there has not been extensive original research to see whether product information such as the SmPC is a good tool for communicating risk. Recently, EU agencies have assessed the communication value of the PIL and revised the template and guidelines. However, no evaluation of user testing has been conducted at European level since the introduction of these new requirements. As regards 'Dear Healthcare Professional Communications', there is inconsistent evidence about their ability to change patient and physician behaviour. There is a dearth of evidence about what sort of communications materials are the most effective under which circumstances. The use of templates restricts the flexibility of companies to adapt their risk messages to their targets. Effective communication requires understanding how different audiences perceive the message and what the fundamental drivers are for altering patient and prescriber behaviour to be safer. This requires careful consideration of the relationship between risk communication, perception and management. However, the focus of a company's risk communication plan is normally on the International Conference on Harmonisation (ICH) regions and their regulations. Although the same regulatory tools are used globally, we are not aware of any research into their effectiveness outside the ICH regions. What listed companies can communicate about benefits and risks is strongly influenced by the obligations of companies to the market and investors. There needs to be internal coordination for simultaneous release. Internal communications about significant issues should be restricted to those who know how to manage the risk of insider dealing from internal communications that may later be made public. Unfortunately, there is evidence that some companies do not have a cohesive strategy for communicating risk which should take into account all forms of promotional material and company-sponsored information sources on the Internet. A pharmaceutical company is not the only stakeholder responsible for communicating risks on their products. However, the relative roles and responsibilities of all relevant stakeholders are not defined and are often unclear. This means it is difficult to evaluate whether a company's actions might be duplicative or inefficient. We recommend that companies have a dedicated communications group whose role is to coordinate the company's communications strategy mapped to objectives that have been agreed with key stakeholders apart from just regulatory agencies. This same group can assess effectiveness of the communications, monitor audience reaction and adjust the communication strategy accordingly.
Collapse
|
12
|
|
13
|
Ebbers HC, Mantel-Teeuwisse AK, Sayed-Tabatabaei FA, Moors EHM, Schellekens H, Leufkens HGM. The role of Periodic Safety Update Reports in the safety management of biopharmaceuticals. Eur J Clin Pharmacol 2013; 69:217-26. [PMID: 22706615 PMCID: PMC3548093 DOI: 10.1007/s00228-012-1317-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2012] [Accepted: 05/14/2012] [Indexed: 10/28/2022]
Abstract
PURPOSE To describe and assess the outcomes of Periodic Safety Update Report (PSUR) evaluations of biopharmaceuticals. METHODS A cross-sectional analysis was performed of follow-up requirements of PSURs submitted for centrally approved biopharmaceuticals in the European Union between 1 July 2008 and 30 June 2010. A follow-up analysis on a subset of products that submitted multiple PSURs within the study period was also performed. RESULTS The cross-sectional analysis included 70 PSURs. Potential safety concerns occurred in 57 (83 %) of all PSURs, and 26 (37 %) concluded a need to change the Summary of Product Characteristics (SPC). In comparison to newer products, products authorized for more than 10 years contained significantly fewer potential safety concerns (60 vs. 92 %; p < 0.01) and required fewer SPC changes (15 vs. 46 %; p = 0.03). For 45 products, multiple PSURs were submitted that could be included in a follow-up analysis. For this subset of products, of the 106 newly identified safety potential safety issues, 7 (7%) resulted in requirements for label changes in the following PSUR. CONCLUSIONS PSURs facilitate communication between regulators and marketing authorization holders. Potential safety concerns occur for the majority of biopharmaceuticals and throughout their lifecycle, but for established products PSUR evaluations rarely lead to regulatory actions.
Collapse
Affiliation(s)
- Hans C. Ebbers
- Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences (UIPS), Faculty of Science, Utrecht University, P.O. Box 80 082, 3508 TB Utrecht, The Netherlands
| | - Aukje K. Mantel-Teeuwisse
- Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences (UIPS), Faculty of Science, Utrecht University, P.O. Box 80 082, 3508 TB Utrecht, The Netherlands
| | | | - Ellen H. M. Moors
- Innovation Studies, Copernicus Institute of Sustainable Development, Utrecht University, Utrecht, The Netherlands
| | - Huub Schellekens
- Innovation Studies, Copernicus Institute of Sustainable Development, Utrecht University, Utrecht, The Netherlands
- Department of Pharmaceutics, Utrecht Institute for Pharmaceutical Sciences (UIPS), Faculty of Science, Utrecht, The Netherlands
| | - Hubert G. M. Leufkens
- Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences (UIPS), Faculty of Science, Utrecht University, P.O. Box 80 082, 3508 TB Utrecht, The Netherlands
- Medicines Evaluation Board, Utrecht, The Netherlands
| |
Collapse
|
14
|
Dusetzina SB, Higashi AS, Dorsey ER, Conti R, Huskamp HA, Zhu S, Garfield CF, Alexander GC. Impact of FDA drug risk communications on health care utilization and health behaviors: a systematic review. Med Care 2012; 50:466-78. [PMID: 22266704 PMCID: PMC3342472 DOI: 10.1097/mlr.0b013e318245a160] [Citation(s) in RCA: 162] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
OBJECTIVE To review literature on the impact of The Food and Drug Administration (FDA) drug risk communications on medication utilization, health care services use, and health outcomes. DATA SOURCES The authors searched MEDLINE and the Web of Science for manuscripts published between January 1990 and November 2010 that included terms related to drug utilization, the FDA, and advisories or warnings. We manually searched bibliographies and works citing selected articles and consulted with experts to guide study selection. STUDY SELECTION Studies were included if they involved an empirical analysis evaluating the impact of an FDA risk communication. DATA EXTRACTION We extracted the drug(s) analyzed, relevant FDA communication(s), data source, analytical method, and main outcome(s) assessed. RESULTS Of the 1432 records screened, 49 studies were included. These studies covered 16 medicines or therapeutic classes; one third examined communications regarding antidepressants. Most used medical or pharmacy claims and a few rigorously examined patient-provider communication, decision making, or risk perceptions. Advisories recommending increased clinical or laboratory monitoring generally led to decreased drug use, but only modest, short-term increases in monitoring. Communications targeting specific subpopulations often spilled over to other groups. Repeated or sequential advisories tended to have larger but delayed effects and decreased incident more than prevalent use. Drug-specific warnings were associated with particularly large decreases in utilization, although the magnitude of substitution within therapeutic classes varied across clinical contexts. CONCLUSIONS Although some FDA drug risk communications had immediate and strong impacts, many had either delayed or had no impact on health care utilization or health behaviors. These data demonstrate the complexity of using risk communication to improve the quality and safety of prescription drug use, and suggest the importance of continued assessments of the effect of future advisories and label changes. Identifying factors that are associated with rapid and sustained responses to risk communications will be important for informing future risk communication efforts.
Collapse
Affiliation(s)
- Stacie B. Dusetzina
- Department of Health Care Policy, Harvard Medical School, Boston, Massachusetts
| | - Ashley S. Higashi
- Department of Medicine, University of Chicago Hospitals, Chicago, Illinois
| | - E. Ray Dorsey
- Department of Neurology, Johns Hopkins Medicine, Baltimore, Maryland
| | - Rena Conti
- Center for Health and the Social Sciences, University of Chicago, Chicago, Illinois
- Department of Pediatrics, University of Chicago Hospitals, Chicago, Illinois
| | - Haiden A. Huskamp
- Department of Health Care Policy, Harvard Medical School, Boston, Massachusetts
| | - Shu Zhu
- Department of Medicine, University of Chicago Hospitals, Chicago, Illinois
| | - Craig F. Garfield
- Department of Pediatrics, NorthShore University Health System, Evanston, Illinois
| | - G. Caleb Alexander
- Department of Medicine, University of Chicago Hospitals, Chicago, Illinois
- Center for Health and the Social Sciences, University of Chicago, Chicago, Illinois
- Department of Pharmacy Practice, University of Illinois at Chicago School of Pharmacy, Chicago, Illinois
| |
Collapse
|
15
|
Piening S, Haaijer-Ruskamp FM, de Vries JT, van der Elst ME, de Graeff PA, Straus SM, Mol PG. Impact of Safety-Related Regulatory Action on Clinical Practice. Drug Saf 2012; 35:373-85. [DOI: 10.2165/11599100-000000000-00000] [Citation(s) in RCA: 79] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
|
16
|
Piening S, Reber KC, Wieringa JE, Straus SMJM, de Graeff PA, Haaijer-Ruskamp FM, Mol PGM. Impact of Safety-Related Regulatory Action on Drug Use in Ambulatory Care in the Netherlands. Clin Pharmacol Ther 2012; 91:838-45. [DOI: 10.1038/clpt.2011.308] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
|
17
|
Dusetzina SB, Caleb Alexander G. Drug vs class-specific black box warnings: does one bad drug spoil the bunch? J Gen Intern Med 2011; 26:570-2. [PMID: 21472500 PMCID: PMC3101978 DOI: 10.1007/s11606-011-1714-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Affiliation(s)
- Stacie B. Dusetzina
- Department of Health Care Policy, Harvard Medical School, 180 Longwood Avenue, Boston, MA 02115 USA
| | - G. Caleb Alexander
- Department of Medicine, University of Chicago Hospitals, Chicago, IL USA
- Center for Health and the Social Sciences, University of Chicago, Chicago, IL USA
- Department of Pharmacy Practice, University of Illinois at Chicago School of Pharmacy, Chicago, IL USA
| |
Collapse
|
18
|
Bahri P. Public pharmacovigilance communication: a process calling for evidence-based, objective-driven strategies. Drug Saf 2011; 33:1065-79. [PMID: 21077698 DOI: 10.2165/11539040-000000000-00000] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
As a contribution to the debate on how best to communicate information on the effective and safe use of medicines to patients, healthcare professionals and the general public, this article proposes to distinguish between communication and transparency purposes, and to test a strategic health communication approach. Any organization aiming to improve medicines use could adapt this approach to its remits and legal obligations. The approach includes agreeing measurable communication objectives through shared problem ownership of all concerned parties, evidence-based design and a cyclic process for planning, implementation and evaluation of communication as a public health intervention. The evidence base, which supplements risk assessment for product- and situation-specific communication on safety concerns, would be derived from research into drug utilization, medical decision making and risk perception, as well as from the participation of patients and healthcare professionals. It is crucial to address the practical questions and concerns of medicine users and to find out why unfavourable patterns of medicine use persist, in order to develop behaviour change models for overcoming these obstacles. For this purpose, appropriate models for facilitating the participation of medicine users in the risk management process will need to be explored. Such two-way communication would inform risk assessment as well as the analysis of risk minimization options, allow for agreement upon communication objectives and enable understandable, attractive communication materials to be designed. The communication programme should use mixed media and repetition of messages for long-term success. This would require cooperation within healthcare and medical information systems. An evaluation of the effectiveness of the communication should support the sustainability of the programme and provide lessons for the future. Given its mission, the pharmacovigilance community has the standing and duty to expand its scale of action and take the initiative in advancing risk management through a scientific approach to improving public communication for the safety of patients.
Collapse
|
19
|
|
20
|
Mol PGM, Straus SMJM, Piening S, de Vries JTN, de Graeff PA, Haaijer-Ruskamp FM. A decade of safety-related regulatory action in the Netherlands: a retrospective analysis of direct healthcare professional communications from 1999 to 2009. Drug Saf 2010; 33:463-74. [PMID: 20486729 DOI: 10.2165/11532840-000000000-00000] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
BACKGROUND As pre-approval trials are inherently limited in assessing the complete benefit-risk profile of a new drug, serious safety issues may emerge once a drug gains widespread use after approval. Regulators face the dilemma of balancing timely market access with the need for complete data on risks. This challenge has led to a life-cycle approach but, so far, few data are available on post-approval safety issues requiring regulatory action. OBJECTIVE The aim of this study is to determine the frequency, timing and nature of safety issues that necessitated safety-related regulatory action in the form of a Direct Healthcare Professional Communication (DHPC) issued by pharmaceutical companies in collaboration with the Dutch Medicines Evaluation Board during the past decade. METHODS All DHPCs issued in the Netherlands from 1 January 1999 to 1 January 2009 were retrospectively collected from the national regulatory authorities. Elapsed time between the approval date and the issue of the DHPC was determined. Characteristics of the action including the nature of the safety issue (according to Medical Dictionary for Regulatory Activities [MedDRA] terminology), type of drug and procedural aspects of the regulatory action taken were reviewed. DHPC characteristics were tabulated and explorative non-parametric tests were performed to study the effect of safety issue, drug class, drug type, orphan drug and first-in-class status on elapsed time from approval to the DHPC. RESULTS 157 DHPCs were issued concerning 112 different active substances, approximately 9% (112/1200) of active substances available in the Netherlands in 2007. The number of DHPCs issued increased by 2.1 (95% CI 1.2, 3.1; p < 0.001) DHPCs per year over the past decade, reaching a total of 25 in 2008. The median time between approval and DHPC was 5.3 years (range 0.13-48 years). No significant trend in elapsed time to DHPC was observed in relation to the studied years (p = 0.06). One-third of all DHPCs were issued in the first 3 years after approval, but 27% (n = 43/157) of the DHPCs were issued 10 or more years after approval. Timing of DHPCs differed depending on safety issue, drug class, drug type and orphan drug status. DHPCs mostly concerned adverse events in the system organ class of 'cardiac disorders' (15%), 'injury, poisoning and procedural complications' (13%) and 'general disorders and administration site conditions' (10%). In ten cases the drug was eventually withdrawn. Withdrawal occurred a median duration of 2.4 years after registration (range of 1.5-48 years) and was most frequently due to cardiac disorders (including QT interval prolongation; four occasions) and hepatobiliary disorders (two occasions). CONCLUSIONS In the past decade, the number of DHPCs has increased over time. This is likely caused by a multitude of factors: increased risk awareness by the public, media, regulators and other stakeholders; the type of drugs approved, such as orphan drugs and biologicals; and the regulatory process, including conditional approvals. The number of DHPCs may in the future increase further with the possibility of screening large epidemiological databases proactively for adverse drug events. Nine percent of all marketed drugs required a safety-related action. Regulatory action is taken shortly (<3 years) after market approval nearly as often as after intermediate (3-10 years) and long-term (>10 years) market exposure. These findings underline the need for risk management during the whole life cycle of a drug.
Collapse
Affiliation(s)
- Peter G M Mol
- University Medical Center Groningen, Groningen, the Netherlands.
| | | | | | | | | | | |
Collapse
|
21
|
Havelaar AH, Brul S, de Jong A, de Jonge R, Zwietering MH, ter Kuile BH. Future challenges to microbial food safety. Int J Food Microbiol 2010; 139 Suppl 1:S79-94. [DOI: 10.1016/j.ijfoodmicro.2009.10.015] [Citation(s) in RCA: 164] [Impact Index Per Article: 10.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2009] [Revised: 10/09/2009] [Accepted: 10/14/2009] [Indexed: 11/29/2022]
|
22
|
Sanfélix-Gimeno G, Cervera-Casino P, Peiró S, López-Valcarcel BG, Blázquez A, Barbera T. Effectiveness of Safety Warnings in Atypical Antipsychotic Drugs. Drug Saf 2009; 32:1075-87. [DOI: 10.2165/11316520-000000000-00000] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
|
23
|
Valiyeva E, Herrmann N, Rochon PA, Gill SS, Anderson GM. Effect of regulatory warnings on antipsychotic prescription rates among elderly patients with dementia: a population-based time-series analysis. CMAJ 2008; 179:438-46. [PMID: 18725616 DOI: 10.1503/cmaj.071540] [Citation(s) in RCA: 76] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023] Open
Abstract
BACKGROUND Three warnings of serious adverse events associated with the use of atypical antipsychotic drugs among elderly patients with dementia were sent to health care professionals in Canada. We assessed the impact of these warnings on prescription rates of antipsychotic drugs in this patient population. METHODS We used prescription drug claims data from Ontario to calculate prescription rates of atypical and conventional antipsychotic drugs among elderly patients with dementia from May 1, 2000, to Feb. 28, 2007. We performed a time-series analysis to estimate the effect of each warning on rates of antipsychotic drug use. RESULTS Before the first warning, growth in the use of atypical antipsychotics was responsible for an increasing rate of overall antipsychotic use. Each warning was associated with a small relative decrease in the predicted growth in the use of atypical antipsychotic drugs: a 5.0% decrease after the first warning, 4.9% after the second and 3.2% after the third (each p < 0.05). The overall prescription rate of antipsychotic drugs among patients with dementia increased by 20%, from 1512 per 100 000 elderly patients in September 2002, the month before the first warning, to 1813 per 100 000 in February 2007, 20 months after the last warning. INTERPRETATION Although the warnings slowed the growth in the use of atypical antipsychotic drugs among patients with dementia, they did not reduce the overall prescription rate of these potentially dangerous drugs. More effective interventions are necessary to improve postmarket drug safety in vulnerable populations.
Collapse
Affiliation(s)
- Elmira Valiyeva
- The Department of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ont.
| | | | | | | | | |
Collapse
|
24
|
Affiliation(s)
- Joel Lexchin
- School of Health Policy and Management, York University, Toronto, Ont.
| |
Collapse
|
25
|
Hartford CG, Petchel KS, Mickail H, Perez-Gutthann S, McHale M, Grana JM, Marquez P. Pharmacovigilance during the Pre-Approval Phases. Drug Saf 2006; 29:657-73. [PMID: 16872240 DOI: 10.2165/00002018-200629080-00003] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
Pharmacovigilance science has traditionally been a discipline focussed on the postmarketing or post-authorisation period, with due attention directed towards pre-clinical safety data, clinical trials and adverse events. As the biological sciences have evolved, pharmacovigilance has slowly shifted toward earlier, proactive consideration of risks and potential benefits of drugs in the pre- and peri-approval stages of drug development, leading to a maturing of drug safety risk management. Further advances in biology, pharmacology and improvements in computational applications to medicine have led to the development of more complex medicines previously unobtainable and have also permitted a more thorough assessment of risks and potential benefits even earlier in the development process. Elevated public concern with the safety of more sophisticated medicines, combined with new science, have led pharmaceutical innovators, regulators and healthcare professionals to collaborate to develop guidelines, which drive enhanced pharmacovigilance and safety risk management earlier in drug development. In this paper, we review international guidelines on pharmacovigilance planning applicable to the pre-approval phases of medicines development and provide author opinion on these guidelines' potential drug safety implications. We discuss the possible evolution of a pharmaceutical industry model to respond to these guidelines; a view on multidisciplinary safety management teams is provided to encourage refinement of safety-signal identification and risk assessment early in drug development and to communicate important safety concerns to internal research efforts, patients, investigators and regulators. We further describe these functions in the context of the complexities of vulnerable populations, including the example of medicines research for paediatric populations. We also discuss the special role of epidemiology in pre-approval drug development and the impact on epidemiological science of changes to the pharmacovigilance paradigm.
Collapse
Affiliation(s)
- Craig G Hartford
- Pfizer Worldwide Development Safety and Risk Management, Sandwich, UK
| | | | | | | | | | | | | |
Collapse
|
26
|
Hirst C, Cook S, Dai W, Perez-Gutthann S, Andrews E. A call for international harmonization in therapeutic risk management. Pharmacoepidemiol Drug Saf 2006; 15:839-49; discussion 850-1. [PMID: 16981215 DOI: 10.1002/pds.1319] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
Therapeutic risk management is required to ensure that the benefits of a particular drug outweigh the risks in general practice. Current risk management strategies and handling of risk management and pharmacovigilance issues differ across borders. Differences in key regulatory decisions on the same product around the world, including the handling of safety issues with cisapride, dofetilide, and isotretinoin, bring into question the robustness of these decisions and the procedures currently in place to manage the risks to the public of products with potentially unfavorable risk-benefit balances. These differences may be partly due to differences in health care systems, regulatory requirements and procedures, and cultures. Greater international harmonization in approaches to risk management potentially would improve safety of medicines around the world by developing a greater uniformity in acquiring and interpreting risk-benefit evidence. The appropriateness and effectiveness of risk management interventions in different regions should be examined, and international strategies should be 'fine-tuned' for each regional health care setting. Recently issued international guidance on risk management and pharmacovigilance may help to improve consistency of decision-making around the world and promote better international communication and collaboration.
Collapse
|
27
|
Evans W. Bibliography. HEALTH COMMUNICATION 2005; 17:205-210. [PMID: 15718197 DOI: 10.1207/s15327027hc1702_6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Affiliation(s)
- William Evans
- Institute for Communication and Information Research, University of Alabama, Tuscaloosa, 35487-0172, USA.
| |
Collapse
|
28
|
Current awareness: Pharmacoepidemiology and drug safety. Pharmacoepidemiol Drug Saf 2004. [DOI: 10.1002/pds.924] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
|