Applied Statistics for FDA Process Validation

The pharmaceutical industry considers Applied Statistics for FDA Process Validation to be of very high importance. In 2011, the FDA set out this guidance for the industry. as part of this guidance, called “Process Validation: General Principles and Practices”, which sets the framework for Process Validation in the pharmaceutical industry, any organization in the pharmaceutical industry has to set up a three-stage process.

These are the three stages:

I.           Process Design

II.           Process Qualification, and

III.           Continued Process Verification.

Stage 1, or what is called the Process Design stage, is the stage in which the commercial manufacturing process is defined. This definition is based on knowledge gained through development and scale-up activities.

Stage 2, called the Process Qualification, is the stage in which an evaluation is made of the process design to determine if the process is capable of reproducible commercial manufacturing.

Stage 3, the Continued Process Verification, is meant for giving ongoing assurance during routine production to ensure that the process remains in a state of control.

A seminar on the ways implementing Applied Statistics for FDA Process Validation

GlobalCompliancePanel, a leading provider of professional trainings for the regulatory compliance areas, will be organizing a two-day seminar in which the ways of using Applied Statistics for FDA Process Validation will be taught. Richard Burdick, Emeritus Professor of Statistics, Arizona State University (ASU) and former Quality Engineering Director for Amgen, Inc., will be the Director of this seminar on applied statistics for FDA Process Validation.

In order to learn Applied Statistics for FDA Process Validation in-depth, please register by visiting Applied Statistics for FDA Process Validation. This course has been pre-approved by RAPS as eligible for up to 12 credits towards a participant’s RAC recertification upon full completion.

A detailed and methodical approach to implementing statistical methodologies

This two-day course on Applied Statistics for FDA Process Validation will focus on the ways by which a systematic approach to implementing statistical methodologies into a process validation program consistent with the FDA guidance can be established.

Beginning with a primer on statistics, Dr. Burdick will explain how the methods of Applied Statistics for FDA Process Validation seminar can be applied in each remaining chapter.

Dr. Burdick will next move on to explaining the two fundamental requirements for Process Validation, namely the application of statistics for setting specifications and assessing measurement systems (assays).

He well then show how to apply statistics through the three stages of process validation as defined by requirements in the process validation regulatory guidance documents.

Given that the methods taught through all these three stages are recommended by regulatory guidance documents; this seminar on Applied Statistics for FDA Process Validation will provide references to the specific citations in the guidance documents.

This seminar on Applied Statistics for FDA Process Validation will lead participants into ways of establishing a systematic approach to implementing statistical methodologies into a process development and validation program that is consistent with the FDA guidance.

All-round learning related to Applied Statistics for FDA Process Validation

Dr. Burdick will teach participants how to:

o  Apply statistics for setting specifications

o  Assess measurement systems (assays)

o  Use Design of Experiments (DOE)

o  Develop a control plan as part of a risk management strategy, and

o  Ensure process control/capability.

All concepts at this Applied Statistics for FDA Process Validation seminar are taught within the three-stage product cycle framework defined by requirements in the process validation regulatory guidance documents.

Although established for the pharmaceutical industry, this seminar on Applied Statistics for FDA Process Validation also provides a useful framework for other related industries.

In this important learning on Applied Statistics for FDA Process Validation; Dr. Burdick will cover the following areas:

o  Apply statistics to set specifications and validate measurement systems (assays)

o  Develop appropriate sample plans based on confidence and power

o  Implement suitable statistical methods into a process validation program for each of the three stages

o  Stage 1, Process Design: utilize risk management tools to identify and prioritize potential critical process parameters; and define critical process parameters and operating spaces for the commercial manufacturing process using design of experiments (DOE)

o  Stage 2, Process Qualification: assess scale effects while incorporating large (pilot and/or commercial) scale data; develop process performance qualification (PPQ) acceptance criteria by characterizing intra and inter-batch variability using process design data and batch homogeneity studies; and develop an appropriate sampling plan for PPQ

o  Stage 3, Continued Process Verification: develop a control plan as part of a risk management strategy; collect and analyze product and process data; and ensure your process is in (statistical) control and capable.

Statistics for Medical Professionals

Medical statistics, also called biostatistics, is an important area for medical professionals. Statistics and the medical professionals may not seem very easily associable with each other at first glance, but a deeper look suggests the connection between statistics and the medical profession.

Statistics is a set of data and tables. These figures are meant to offer understanding and perspectives on a number of issues. When it comes to the medical profession; statistics for medical professionals becomes very important to those in the field of public health. Every time a government or an international agency of a world body such as the UN undertakes a program on public health; statistics are of immense importance for medical professionals.

Many uses of statistics for medical professionalsStatistics for medical professionals is useful in helping them analyze public health issues. Detailed figures of the incidence of malaria for instance, are a very useful piece of statistics for medical professionals. This kind of statistics helps them determine the causes of the disease and helps them decide on the plan of action.

Statistics for medical professionals is also useful at the local level. A medical professional working in a town or village could benefit immensely when she has statistics meant for medical professionals. It helps the professional understand what local causes are giving rise to health issues. Statistics for medical professionals thus helps them tackle issues at the local as well as the global levels

A specialized fieldIn developed countries, statistics for medical professionals has become a full-fledged profession. It is finessed at graduate and postgraduate programs at which they study the essentials of statistics for medical professionals. They then carry out programs that are suited for their profession.

Statistics for medical professionals is used in a wide variety of disciplines. Usually, courses on statistics for medical professionals cover the following areas:

  • Data Analysis of statistics for medical professionals
  • Dealing with Missing Data
  • Higher Issues in Trials
  • Linear Regression and Correlation
  • Logistic Regression
  • Correlated Data analysis
  • Continuous Data comparison between groups
  • Survival Data analysis
  • Risk, Rates and Odds of statistics for medical professionals
  • Randomized Trials
  • Observational Studies of statistics for medical professionals
  • Categorical Data comparison between groups
  • Calculations of Sample Size
  • Testing of Estimation and Hypothesis

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GlobalCompliancePanel announces Seasonal offers for Professionals with Flat 50% OFF on all Seminars

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Do celebrations need a cause and a reason? Yes, and GlobalCompliancePanel, a leading provider of professional trainings for the regulatory compliance areas, is having a solid cause and reason for doing so. It is celebrating the many years of its relationship with its customers spread all over the world by offering its trainings at a massive 50% discount!

Yes, that is right. GlobalCompliancePanel’s seminars will be available for a huge 50% discount till April 30. Regulatory professionals who want to augment their knowledge of regulatory compliance can now do so by paying just half the price of these trainings from GlobalCompliancePanel. All that is needed to do walk away with a rare offer such as this is to visit https://www.globalcompliancepanel.com/seminar?wordpress_SEO and use MGCP50 Promo Code.

This offer is valid till April 30, 2017. Regulatory professionals who want to take any of GlobalCompliancePanel’s trainings can book their trainings for an area of their interest by this date. From April 1 onwards, this offer will cease, meaning that the original price will apply from then.

So, why is GlobalCompliancePanel offering this discount? It is for a simple, but profound reason: It wants to thank its huge customer base for the support they have been extending to this company over the many years for which it has been in business. During the course of the 10 years for which GlobalCompliancePanel has been in business, it has trained thousands of regulatory compliance professionals from around the world.

These professionals, belonging to such varied geographies as the US and Japan and India and Canada, have been able to meet their regulatory compliance challenges on account of these trainings. These trainings are relevant, focused and valuable, and are from some of the best known regulatory compliance Experts found anywhere on this planet.

It is these trainings that have been hoping these professionals in the regulatory compliance arena gain more insights into regulations from the FDA, the EMA and other such bodies around the world. These trainings have been consistently helping them to meet these challenges, as they give them a better and sharper understanding of the implementing these requirements.

These regulatory requirements can pose hurdles to the most experienced and brightest of regulatory compliance professionals in the medical devices, pharmaceutical, life sciences and food and biologicals areas, but not to those who undertake professional trainings from GlobalCompliancePanel. GlobalCompliancePanel’s panel of experts is here to help them overcome these challenges and hurdles.

This trend has been being witnessed from the time GlobalCompliancePanel entered the line of professional trainings. Any wonder then, that no fewer than 50,000 professionals have benefited from these trainings? What could be a better way of thanking such a huge base of customers than with this offer? GlobalCompliancePanel believes that a celebration should also be useful, and this is that this offer is!

Hurry up and enroll today. Happy learning!

 

 

GlobalCompliancePanel Professional Training and Development Courses with Flat 50% OFF on all Seminars

Do celebrations need a cause and a reason? Yes, and GlobalCompliancePanel, a leading provider of professional trainings for the regulatory compliance areas, is having a solid cause and reason for doing so. It is celebrating the many years of its relationship with its customers spread all over the world by offering its trainings at a massive 50% discount!

Yes, that is right. GlobalCompliancePanel’s seminars will be available for a huge 50% discount till March 31. Regulatory professionals who want to augment their knowledge of regulatory compliance can now do so by paying just half the price of these trainings from GlobalCompliancePanel. All that is needed to do walk away with a rare offer such as this is to visit http://www.globalcompliancepanel.com/ and use MGCP50 Promo Code.

This offer is valid till March 31, 2017. Regulatory professionals who want to take any of GlobalCompliancePanel’s trainings can book their trainings for an area of their interest by this date. From April 1 onwards, this offer will cease, meaning that the original price will apply from then.

So, why is GlobalCompliancePanel offering this discount? It is for a simple, but profound reason: It wants to thank its huge customer base for the support they have been extending to this company over the many years for which it has been in business. During the course of the 10 years for which GlobalCompliancePanel has been in business, it has trained thousands of regulatory compliance professionals from around the world.

These professionals, belonging to such varied geographies as the US and Japan and India and Canada, have been able to meet their regulatory compliance challenges on account of these trainings. These trainings are relevant, focused and valuable, and are from some of the best known regulatory compliance Experts found anywhere on this planet.

It is these trainings that have been hoping these professionals in the regulatory compliance arena gain more insights into regulations from the FDA, the EMA and other such bodies around the world. These trainings have been consistently helping them to meet these challenges, as they give them a better and sharper understanding of the implementing these requirements.

These regulatory requirements can pose hurdles to the most experienced and brightest of regulatory compliance professionals in the medical devices, pharmaceutical, life sciences and food and biologicals areas, but not to those who undertake professional trainings from GlobalCompliancePanel. GlobalCompliancePanel’s panel of experts is here to help them overcome these challenges and hurdles.

This trend has been being witnessed from the time GlobalCompliancePanel entered the line of professional trainings. Any wonder then, that no fewer than 50,000 professionals have benefited from these trainings? What could be a better way of thanking such a huge base of customers than with this offer? GlobalCompliancePanel believes that a celebration should also be useful, and this is that this offer is!

Hurry up and enroll today. Happy learning!

Article on Effective techniques for extracting information from geochemical data are largely ignored by the industry

In the area of geochemical data analysis techniques and obtaining geochemical extracting information; most mining specialists strongly recommend an approach that goes beyond merely asking the laboratory for geochemical extracting information of a gold test by sampling every meter of the drill core of a trench and using multielement analysis. There, however, exist other methods of geochemical data analysis techniques and obtaining geochemical extracting information. But these are largely ignored by the industry.

As a result of following only one method and technique for geochemical data analysis and obtaining geochemical extracting information, an average geologist is not generally well trained on the necessary techniques and methods. Whenever a request for such data mining techniques analyses comes up, the geologist is short of the techniques and methods needed for geochemical extracting information, including the use of compositional data analysis. This results in failure in the endeavor of extracting all the geochemical data analysis information contained in the data.

Insight into how to use geochemical data analysis techniques and obtaining geochemical extracting information

Noting the deficiency in the methods used for optimal geochemical data analysis techniques and obtaining geochemical extracting information; GlobalCompliancePanel, a leading provider of professional trainings for the areas of regulatory compliance, is organizing a two-day learning session that inculcates the right learning in this area.

At this seminar, Ricardo Valls, a professional geologist with thirty years in the mining industry, will be the Director. He brings the vast wealth of experience of the extensive geological, geochemical, and mining experience, managerial skills, research techniques, and training he has gained by carrying out various projects globally, into this seminar. To benefit from this seminar, please register for it by visiting http://www.globalcompliancepanel.com/control/globalseminars/~product_id=900828?linkedin-SEO . This course has been pre-approved by RAPS as eligible for up to 12 credits towards a participant’s RAC recertification upon full completion.

Simplifying the geochemical extracting information to make sense

Geologists, Geochemists, Exploration personnel, Graduate students and Postgraduate students will find this course very useful, as it will give them an understanding of how to simplify and make sense of the geochemical extracting information. The speaker will demonstrate all types of analyses that can be requested. This will help participants in their exploration goal of finding the new ore body.

This seminar will help mining professionals understand how to extract all the important information of their data, including the use of compositional data analysis.

Valls will cover the following areas at this seminar on obtaining geochemical extracting information:

–       How to determine the type of sampling

–       How to determine the type of assays

–       General processing of the data

–       Compositional Data Analysis

–       Representing the results

In the process of explaining the ways of obtaining geochemical extracting information; Valls will set the following agenda for this seminar:

How to determine the type of sampling

·                    Mechanical anomalies

·                    Chemical anomalies

·                    Chemo-mechanical anomalies

·                    Scale of work

How to determine the type of assays

·                    What are you looking for?

·                    What the laboratory can offer?

QA&QC in the field and in the laboratory

·                    QA&QC in the field

·                    QA&QC in the laboratory

General processing of the data

·                    Preparing the data

·                    The problem of zeros and b.d.l. data

·                    Hurricane values

·                    Distribution law

·                    Preparing the data for further analysis.

Compositional Data Analysis

·                    Brief introduction

·                    Comparing CDa with normal statistics

·                    ALR

·                    CLR

·                    ILR

Processing major elements

·                    Statistical processing

·                    Determining the most probable magmatic event.

Processing trace elements

·                    Statistical processing

·                    Estimating the erosional level

·                    Determining geochemical indexes

Graphical representation of the results

·                    Variograms

·                    SURFER

Quality audits for the medical device industry

Quality management systems of medical devices have to go through well-defined quality audits. Medical device companies need to implement these in order to show compliance with quality.

ISO 13485 is the quality management standard for medical devices. Based on the process approach of this document and that of 21 CFR part 820 the Global Harmonization Task Force (GHTF) has set out processes for audits relating to the quality management systems of medical devices. The GHTF believes that insertion of quality management system requirements based on ISO 13485 is a first step towards global harmonization of medical devices. These guidelines are meant to lead regulators into articulating regulatory systems for medical devices.

Purpose of quality audits according to GHTF

The GHTF spells out the rationale for carrying out quality audits for the medical device industry. The benefits of carrying these out can be seen in the following:

  • Assurance that a high quality medical device will be made available
  • Quality audits for the medical device industry make available a harmonized, consistent standard that can be used by future generations
  • These audits are independent, verifiable and objective assessment of the manufacturer’s compliance with regulatory requirements
  • The results of these audits can serve as an important guide for marketing medical devices.

Definition of quality audit

GHTF describes the quality audit as the organizational responsibilities, processes, structure, resources and procedures taken to implement a quality management system.

What should the quality management system cover?

The QMS in a medical device organization should cover the following:

  • Control of documents
  • Control of records
  • Management review
  • Internal audits
  • Corrective and preventive action

General requirements for organizations that audit

GHTF lists a few general requirements from auditing organizations. These include:

Audit types

Apart from describing the audit scope and methodology in detail; the GHTF also has a description of the types of quality audits for the medical device industry. They are:

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Unravelling the DHF, Technical File and Design Dossier

technical

Design History File (DHF), Technical File and Design Dossier are important regulatory documents for a medical device. Design Control and Design History File are regulatory documents for medical devices in the FDA, while the Technical File and Design Dossier serve the same purpose for the EU’s regulatory body, the MDD.

The Design History File

The history of the Design History File is an interesting one. It evolved out of the FDA’s realization, over time and experience; that the major part of a device’s problems was happening during the design stage and change phases, regardless of whether it was a new product or a changed one. This led to the birth of the concept of Design Control, aimed at tracking, monitoring and correcting the design elements at every stage from start to finish.

 

dhftechnicalfileanddesigndossier

Outstanding characteristics of the Design History File

dhftechnicalfileanddesigndossier1

What should the Design History File contain?

The DHF should contain the following:

dhftechnicalfileanddesigndossier2

 

Now, the Technical File and Design Dossier

In short and simple terms, one can understand the Technical File and the Design Dossier as the EU’s version of the Design Control and the DHF. In other words, what Design Control and Design History File are for the FDA; the Technical File and Medical Device (MDD) are for the Medical Device Directive.

What should the TF and DD contain?

These files should have all the basic sections needed to support the requirements of the Medical Device Directive (MDD), Essential Requirements (for that product), and the company’s “Declaration of Conformity” for that product:

  • General Information/Product Description/EC Authorized Representative
  • Classification Determination
  • Essential Requirements
  • Risk Analysis
  • Labeling
  • Product Specifications
  • Design Control
  • Clinical Evaluation
  • System Test Reports
  • Functional Bench Testing
  • Lab Testing
  • Sterilization validation (or AAMI TIR 28 Analysis)
  • Packaging Qualifications
  • Manufacturing
  • Sterilization
  • Conclusion
  • Declaration of Conformity
  • Appendix

Differences between the Technical File and Design Dossier

At a broad level, in general terms, while the Technical File is for MDD Class I and Class II a or II b; the Design Dossier is for MDD Class III devices

While Technical Files are retained in the premises of the manufacturer or the Authorized Representative for review of the Competent Authorities or/and Notified Body; Design Dossiers need to be submitted to the Notified Body for review before the product gets its CE-marking.

 

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