Quality by Design using Design of Experiments 2017

The Q8, which is the ICH guidance document on pharmaceutical development, requires a drug product to meet its intended product performance as well as the needs of patients. A drug product is encouraged to adapt a systematic approach for pharmaceutical development in accordance with the steps defined by Quality by Design (QbD) principles, even though the strategy may vary from company to company or from product to product.

The ICH has offered further guidance and policies for explaining the ways by which the QbD approach should be integrated into the pharmaceutical Quality System. Some of these are:

o  Process design

o  Qualification

o  Continued process verification

o  Risk management

o  Validation.

Laxity in implementation is no longer an option

Despite the issuance of guidance on implementation of these requirements; many companies have not yet implemented QbD into their Quality Systems. This will change soon, though. Regulatory agencies have been taking a serious view of non-implementation of these requirements.

The ways in which reviewers will begin to enforce the requirements from these guidance documents have been spelt out in the manual the Chemistry, Manufacturing, and Controls (CMC) reviewers in the Office of Pharmaceutical Science (OPS) released on policies and procedures (MAPP).

The zeal with which the regulatory agencies will enforce compliance with the requirements of the QbD requirements has been emphasized also by the Director of the Center for Drug Evaluation and Research (CDER) at the FDA, who detailed the concept and reiterated the importance of using a QbD approach to pharmaceutical development in a paper he co-authored in The American Association of Pharmaceutical Scientists in May 2014.

Understand the ways of implementing QbD

In the light of the fact that a drug product can no longer afford to relax in its adherence to steps defined by Quality by Design (QbD) principles to adapting a systematic approach for pharmaceutical development; a meaningful and educative two-day seminar from GlobalCompliancePanel, a leading provider of professional trainings for the areas of regulatory compliance, will show the ways of doing this.

At this seminar, Heath Rushing, who is the cofounder of Adsurgo LLC and co-author of the book Design and Analysis of Experiments by Douglas Montgomery: A Supplement for using JMP, will be the Director. To gain complete insight into how to implement QbD, please register for this seminar by visiting Quality by Design using Design of Experiments. This seminar has been pre-approved by RAPS as eligible for up to 12 credits towards a participant’s RAC recertification upon full completion.

Complete learning on QbD using DoE

The core purpose of this session is to demonstrate how to integrate those QbD principles into a pharmaceutical Quality System. Towards this end, Heath will focus on how to establish a systematic approach to pharmaceutical development that is defined by Quality-by-Design (QbD) principles using Design of Experiments (DoE).

He will also take up the application of statistics for setting specifications, assessing measurement systems (assays), developing a control plan as part of a risk management strategy, and ensuring process control/capability for detailed description. All concepts are taught within the product Quality System framework defined by requirements in regulatory guidance documents.

A systematic understanding of the process

A QbD approach for pharmaceutical development studies should include a systematic understanding of the process. It should then use this understanding to establish a control strategy as part of a comprehensive quality risk management program. This systematic understanding should include both identification of significant process parameters and determination of a functional relationship (mathematical model) linking these significant process parameters to the critical Quality Attributes (CQAs). Heath will discuss these in depth.

Despite the thrust of this seminar on the use of DoE for QbD; it will integrate multiple aspects of QbD. An understanding of the relevant applied statistics will be offered, which will help participants understand how statistics can be used to help in two foundational requirements of QbD: A) Setting specifications, and B) Analyzing measurement systems.

Important tools for facilitating understanding

This seminar will also offer tools to participants, which will help them to derive value out of their designed experiments. Generating and analyzing both screening and response surface designs for QbD studies, the ways of using this information: best practices on presentation, setting control plans, constructing control charts, and evaluating process capability are among the other constituents of this course. This course uses the point-and-click interface of JMP software for analyses.

Heath will cover the following areas at this seminar:

o  Implement QbD principles from discovery through product discontinuation

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

o  Utilize risk management tools to identify and prioritize potential Critical Process Parameters

o  Identify Critical Process Parameters and develop a functional relationship between those process parameters and your Critical-to-Quality Attributes (CQAs)

o  Establish your design space

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

o  Ensure your process is in (statistical) control and capable.

Design of Experiments (DoE) for Process Development and Validation

Design of Experiments (DoE) is a very important process development and validation component in several kinds of industries. DoE for process development and validation involves carrying out a number of tests recurrently and steadily over a period of time. Its responses are then observed.

DoE is important for process development and validation as it offers an understanding of the predictability and reproducibility of an experiment. Fundamentally, Design of Experiments for process development and validation seeks to rule out fluke or chance in the methods needed for bringing about control for a product.

DoE in medical devices

In the area of medical devices, guidelines for Design of Experiments for process development and validation are set out in the Global Harmonization Task Force (GHTF) Process Validation Guidance for Medical Device Manufacturers. This document offers guidance in the area of Design of Experiments for process development and validation by suggesting the exact areas in which design of experiments should be applied during Process Validation.

The GHTF guidance also suggests the use of both screening and response surface designs during Operational Qualification. It further requires Design of Experiments for process development and validation to be used during various phases of design controls. These include:

o  Design and development planning

o  Design verification

o  Design validation

o  Design transfer

o  Design changes.

Get a full understanding of Design of Experiments for process development and validation

The ways of approaching Design of Experiments for process development and validation will be topic of a two-day seminar that is being organized by GlobalCompliancePanel, a highly respected provider of professional trainings for the areas of regulatory compliance.

Jim Wisnowski, who is the cofounder of Adsurgo LLC and co-author of the book Design and Analysis of Experiments by Douglas Montgomery: A Supplement for using JMP, will be the Director at this seminar. In order to gain a full understanding of the principles and application of Design of Experiments for process development and validation; please register for this seminar by visiting Design of Experiments (DoE) for Process Development and Validation

This seminar has been pre-approved by RAPS as eligible for up to 12 credits towards a participant’s RAC recertification upon full completion.

All about Design of Experiments for process development and validation

This seminar will offer total and all-round understanding of all the aspects of Design of Experiments for process development and validation.

Process development studies need to be completed before a process control plan is developed as part of an overall risk management strategy. These process development studies help gain knowledge and understanding about the impact of variation in process parameters on the variation in the product quality characteristics of the product.

An explanation of the methods used

The methodology of Design of Experiments for process development and validation offers a means for identifying process parameters, which impact product quality (critical process parameters) and determine the functional relationship that links the process parameters to those critical quality attributes.

Design of Experiments for process development and validation uses screening designs such as 2k factorial and D-optimal designs to determine critical process parameters. Design of Experiments for process development and validation use response surface designs, such as Central Composite Designs (CCDs) and I-optimal designs for fashioning the functional relationship between those critical process parameters and the critical quality attributes.

A primer on statistical analysis

This seminar on Design of Experiments for process development and validation will present a primer on statistical analysis, during which it will focus on the methods required for analysis of designed experiments. Jim will then move on to the steps to a proper DoE, during the process of which he will demonstrate the nature and uses of important risk management tools such as Ishikawa and FMEA, which can be used pre and post DOE studies.

The Director will also teach how to generate and analyze multiple screening and response surface designs, and why and how each are used. After teaching participants how to present the results, Jim will explain how to update the risk management tools using the results of the studies.

This session on Design of Experiments for process development and validation will cover the following areas:

o  Identify critical quality attributes (CQAs) that will be used as responses in your designs

o  Utilize risk management tools to identify and prioritize potential critical process parameters

o  Identify critical process parameters and develop a functional relationship between those process parameters and your critical-to-quality attributes (CQAs) using both screening and response surface designs

o  Be able to design and analyze screening designs including a factorial, fractional factorial, and D-optimal design

o  Understand the need for adding center points to a design

o  Be able to design and analyze response surface designs including central composite designs (CCDs), Box-Behnken designs, and I-optimal designs

o  Present results of DOE studies

o  Use systematic understanding from DOE studies to update the control plan that is part of the overall risk management plan.

Seminar Calendar of Upcoming Courses – June to July – 2017

Upcoming-Courses-for-French-Circles-Club

GlobalCompliancePanel’s seminars are a wonderful opportunity for professionals in the regulatory compliance areas to understand the latest happenings and updates in the regulatory compliance areas and to implement them, something they need to climb in their professions. GlobalCompliancePanel brings together a few of the best recognized names in the field of regulatory compliance on its panel of experts. The result: Learning that is effective, valuable and helpful.

GlobalCompliancePanel’s experts help you unravel all the knowledge you need in all the areas of regulatory compliance. At these seminars which are held all over the globe, you get to interact with them in person, so that any doubt or clarification you have is sorted out by none other than the honcho. They help professionals like you implement the regulations and stay updated, so that regulatory compliance causes no stress for you.

GlobalCompliancePanel’s experts offer their insightful analysis into the issues that are of consequence to regulatory professionals in their daily work. Their thoughts help you implement the best practices of the industry into your work. They also offer updates on the latest regulatory requirements arising out of a host of the laws and issues related to regulatory compliance, including, but not limited to medical devices, food and beverages, pharmaceuticals, life sciences, biotechnology and pharmaceutical water systems.

Take a look at our upcoming webinars from GlobalCompliancePanel, which will put you on the road to learning about any area that is of importance to your profession. You can plan your learning from GlobalCompliancePanel by looking at our seminars in the next few weeks at locations of convenience to you. You can choose from a whole range of topics. See which among these trainings suit you: Design of Experiments (DOE) for Process Development and Validation, Writing and implementing effective SOP’s, new FSMA rules, risk management and device regulations, data integrity, combination products, and what have you!

Contact us today!
NetZealous LLC DBA GlobalCompliancePanel
john.robinson@globalcompliancepanel.com
Toll free: +1-800-447-9407
FAX : 302 288 6884
Website: http://bit.ly/Courses-June-to-July-2017

Wrong hiring and ways of avoiding it

A perfect hire is a boon to any organization. At the other extreme, a bad hire can bring the inverse result to the organization: It can not only impede productivity; it can even result in drawing the organization into legal issues associated with wrong hiring. Problem employees create employee problems, which is why HR professionals need to be aware of what steps to take and what scenarios to avoid if they have to take hiring decisions that are legally defensible. A hire that is weak from the legal perspective is the stepping stone for troubles for the organization.

As if the legal troubles of wrong hiring are not enough; organizations have to also deal with the financial burden it brings. Many organizations have realized that in the absence of the right precautions, there is a near certainty that could end up hiring someone with a wrong background.

Facing embarrassing lawsuits

If an organization’s HR overlooks areas such as the candidate’s criminal record, or fails to take note of a falsified background, all that it is going to see is workplace violence, not to speak of lawsuits for negligent hiring and all the loss of time spent on finding the unsuited person.

Employers have to also face the prospect of inviting lawsuits for initiating screening methods that either violate the law or fail to take into account the changes in civil rights legislation and the new EEOC Guidance on the use of criminal records. This makes the screening process more complex than it ever was. It adds a new layer of woes for the organization, which has to bear the brunt of a wrong decision in hiring.

Get to understand all the aspects of legally compliant hiring practices

The way out is to gain familiarity with legally compliant best practices. This is the only truly proven antidote to not only keep the business productive; but to also make sure the organization will not be taken to court. Want to explore the ways of putting legally compliant hiring practices in place? Then, you need to enroll for a highly engaging and valuable two-day seminar from GlobalCompliancePanel, a leading provider of professional trainings for the areas of regulatory compliance.

At this seminar, Lester S. Rosen, who is CEO and Attorney at Law at Employment Screening Resources, a national background screening company accredited by the National Association of Professional Background Screeners (NAPBS), will be the Director. To gain the benefit of the rich experience Lester brings into hiring best practices, please register for this seminar by visiting Wrong hiring and ways of avoiding it .

Touching upon all aspects of legally safe hiring and background checks

Over these two days, which will see a high level of interactivity, Lester will equip the participants with cutting edge tools, the latest legal developments and practical advice on the challenges of recruiting, background screening and hiring the best people for their organization. All those related to hiring practices, such as Human Resources professionals, Employers, Business Owners, Hiring Managers, Staffing Directors, Risk Management and Security Processionals, Staffing Professionals, Recruiters, and Background Screening Professionals will gain immensely from this session.

This seminar will help participants with the ways of obtaining and utilizing criminal records and background information on job applicants. The Director will update them on recent legal developments, and describe a few case studies which will help them understand the steps employers should take and the mistakes they should avoid. He will also familiarize them with the critical issues relating to hiring, such as the use of social networking sites, new technology and the EEOC approach to the use of criminal records and credit reports. Also taken up for discussion is the topic of why class action lawsuits are rising exponentially against employers and how to effectively comply with the federal Fair Credit Reporting Act (FCRA), as well as the many state laws that are in place for regulating background checks.

The Director will help participants understand with the immediate steps they can take to avoid a bad hire by putting in place a screening policy that withstands legal scrutiny. He will also traverse a variety of topics related to background checks such as:

o  The process employers should use in hiring to minimize the chance of a bad hire

o  The ways of adapting a background screening system

o  The ways of selecting the rightly suited screening partner

o  The most judicious ways of using social media, international background checks and drug testing.

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!

 

 

Design of Experiments (DoE) for Process Development and Validation

Design of Experiments (DoE) is a very important process development and validation component in several kinds of industries. DoE for process development and validation involves carrying out a number of tests recurrently and steadily over a period of time. Its responses are then observed.

DoE is important for process development and validation as it offers an understanding of the predictability and reproducibility of an experiment. Fundamentally, Design of Experiments for process development and validation seeks to rule out fluke or chance in the methods needed for bringing about control for a product.

DoE in medical devices

In the area of medical devices, guidelines for Design of Experiments for process development and validation are set out in the Global Harmonization Task Force (GHTF) Process Validation Guidance for Medical Device Manufacturers. This document offers guidance in the area of Design of Experiments for process development and validation by suggesting the exact areas in which design of experiments should be applied during Process Validation.

The GHTF guidance also suggests the use of both screening and response surface designs during Operational Qualification. It further requires Design of Experiments for process development and validation to be used during various phases of design controls. These include:

o  Design and development planning

o  Design verification

o  Design validation

o  Design transfer

o  Design changes.

Get a full understanding of Design of Experiments for process development and validation

The ways of approaching Design of Experiments for process development and validation will be topic of a two-day seminar that is being organized by GlobalCompliancePanel, a highly respected provider of professional trainings for the areas of regulatory compliance.

Jim Wisnowski, who is the cofounder of Adsurgo LLC and co-author of the book Design and Analysis of Experiments by Douglas Montgomery: A Supplement for using JMP, will be the Director at this seminar. In order to gain a full understanding of the principles and application of Design of Experiments for process development and validation; please register for this seminar by visiting http://www.globalcompliancepanel.com/control/globalseminars/~product_id=900794?linkedin-SEO .

This seminar has been pre-approved by RAPS as eligible for up to 12 credits towards a participant’s RAC recertification upon full completion.

All about Design of Experiments for process development and validation

This seminar will offer total and all-round understanding of all the aspects of Design of Experiments for process development and validation.

Process development studies need to be completed before a process control plan is developed as part of an overall risk management strategy. These process development studies help gain knowledge and understanding about the impact of variation in process parameters on the variation in the product quality characteristics of the product.

An explanation of the methods used

The methodology of Design of Experiments for process development and validation offers a means for identifying process parameters, which impact product quality (critical process parameters) and determine the functional relationship that links the process parameters to those critical quality attributes.

Design of Experiments for process development and validation uses screening designs such as 2k factorial and D-optimal designs to determine critical process parameters. Design of Experiments for process development and validation use response surface designs, such as Central Composite Designs (CCDs) and I-optimal designs for fashioning the functional relationship between those critical process parameters and the critical quality attributes.

A primer on statistical analysis

This seminar on Design of Experiments for process development and validation will present a primer on statistical analysis, during which it will focus on the methods required for analysis of designed experiments. Jim will then move on to the steps to a proper DoE, during the process of which he will demonstrate the nature and uses of important risk management tools such as Ishikawa and FMEA, which can be used pre and post DOE studies.

The Director will also teach how to generate and analyze multiple screening and response surface designs, and why and how each are used. After teaching participants how to present the results, Jim will explain how to update the risk management tools using the results of the studies.

This session on Design of Experiments for process development and validation will cover the following areas:

o  Identify critical quality attributes (CQAs) that will be used as responses in your designs

o  Utilize risk management tools to identify and prioritize potential critical process parameters

o  Identify critical process parameters and develop a functional relationship between those process parameters and your critical-to-quality attributes (CQAs) using both screening and response surface designs

o  Be able to design and analyze screening designs including a factorial, fractional factorial, and D-optimal design

o  Understand the need for adding center points to a design

o  Be able to design and analyze response surface designs including central composite designs (CCDs), Box-Behnken designs, and I-optimal designs

o  Present results of DOE studies

o  Use systematic understanding from DOE studies to update the control plan that is part of the overall risk management plan.

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