Environmental monitoring: setting alert and action limits based on a zero-inflated model

H Yang, W Zhao, T O'day, W Fleming - PDA Journal of …, 2013 - journal.pda.org
The primary purpose of an environmental monitoring program is to provide oversight for
microbiological cleanliness of manufacturing operation and document the state of control of …

Environmental monitoring based on a hierarchical Poisson-Gamma model

A Christensen, H Melgaard, J Iwersen… - Journal of Quality …, 2003 - Taylor & Francis
We establish alert and action limits for environmental monitoring programs in cleanrooms in
the pharmaceutical industry. Heavily skewed count data, which exhibited both …

Setting alert and action limits in the presence of significant amount of censoring in data

SJ Novick, W Zhao, H Yang - PDA Journal of Pharmaceutical …, 2017 - journal.pda.org
In manufacturing settings, control limits are often set using a three-sigma rule (ie, three
estimated standard deviations above and below the estimated mean). More sophisticated …

Computer-Assisted Evaluation of Microbiological Environmental Control Data

MP Russell, RN Purdie, JA Goldsmith… - PDA Journal of …, 1984 - journal.pda.org
Microbiological monitoring of “Clean rooms” generates a large number of results, which are
used, in the first instance, to determine that product or patient have not been exposed to an …

Multivariate control chart for environmental monitoring

H Yang - Journal of Validation Technology, 2012 - search.proquest.com
Abstract The US Food and Drug Administration 2004 Guidance and the Code of Federal
Regulations (CFR) governing the manufacture of pharmaceutical products (21 CFR 211) …

Comparison of different calculation approaches for defining microbiological control levels based on historical data

O Gordon, M Goverde, J Pazdan, A Staerk… - PDA Journal of …, 2015 - journal.pda.org
In the present work we compared different calculation approaches for their ability to
accurately define microbiological control levels based on historical data. To that end, real …

Environmental monitoring: data trending using a frequency model

RA Caputo, A Huffman - PDA Journal of Pharmaceutical Science …, 2004 - journal.pda.org
Environmental monitoring programs for the oversight of classified environments have used
traditional statistical control charts to monitor trends in microbial recovery for classified …

Negative binomial control limits for count data with extra‐Poisson variation

D Hoffman - Pharmaceutical Statistics: The Journal of Applied …, 2003 - Wiley Online Library
Traditional techniques for calculating control limits for processes with discrete responses are
based on the Poisson distribution. However, for many processes, the assumption of a …

Statistical analysis of environmental monitoring data: does a worst case time for monitoring clean rooms exist?

AM Cundell, R Bean, L Massimore… - PDA Journal of …, 1998 - journal.pda.org
To determine the relationship between the sampling time of the environmental monitoring,
ie, viable counts, in aseptic filling areas and the microbial count and frequency of alerts for …

[PDF][PDF] Qualification of an environmental monitoring program

S Sutton - Selection/Justification of Sample Sites. Pharm …, 2008 - microbiologynetwork.com
The qualification, or requalification, of an aseptic manufacturing facility depends in large part
on the demonstration of controlled microbial conditions. The following are several areas …