Skip to main content

Main menu

  • Home
  • Content
    • Current Issue
    • Past Issues
    • Accepted Articles
    • Email Alerts
    • RSS
    • Terms of Use
  • About PDA JPST
    • JPST Editors and Editorial Board
    • About/Vision/Mission
    • Paper of the Year
  • Author & Reviewer Resources
    • Author Resources / Submit
    • Reviewer Resources
  • JPST Access and Subscriptions
    • PDA Members
    • Institutional Subscriptions
    • Nonmember Access
  • Support
    • Join PDA
    • Contact
    • Feedback
    • Advertising
    • CiteTrack
  • .
    • Visit PDA
    • PDA Letter
    • Technical Reports
    • news uPDATe
    • Bookstore

User menu

  • Register
  • Subscribe
  • My alerts
  • Log in
  • My Cart

Search

  • Advanced search
PDA Journal of Pharmaceutical Science and Technology
  • .
    • Visit PDA
    • PDA Letter
    • Technical Reports
    • news uPDATe
    • Bookstore
  • Register
  • Subscribe
  • My alerts
  • Log in
  • My Cart
PDA Journal of Pharmaceutical Science and Technology

Advanced Search

  • Home
  • Content
    • Current Issue
    • Past Issues
    • Accepted Articles
    • Email Alerts
    • RSS
    • Terms of Use
  • About PDA JPST
    • JPST Editors and Editorial Board
    • About/Vision/Mission
    • Paper of the Year
  • Author & Reviewer Resources
    • Author Resources / Submit
    • Reviewer Resources
  • JPST Access and Subscriptions
    • PDA Members
    • Institutional Subscriptions
    • Nonmember Access
  • Support
    • Join PDA
    • Contact
    • Feedback
    • Advertising
    • CiteTrack
  • Follow pda on Twitter
  • Visit PDA on LinkedIn
  • Visit pda on Facebook
Case ReportCase Studies

Automated Surface Swab Sampling: A Statistical Comparison of a Novel Approach to Existing Methods

Nicole Collier, Michael Lund, Keith Bader and Rick Mineo
PDA Journal of Pharmaceutical Science and Technology September 2025, 79 (5) 549-555; DOI: https://doi.org/10.5731/pdajpst.2025-000005.1
Nicole Collier
1Hyde Engineering+ Consulting, Inc, Louisville, Colorado, USA;
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Michael Lund
2Corden Pharma, Boulder, Colorado, USA; and
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Keith Bader
1Hyde Engineering+ Consulting, Inc, Louisville, Colorado, USA;
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Rick Mineo
3Swabbot Solutions, LLC, Morrisville, North Carolina, USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • For correspondence: rick.mineo{at}swabbot.com
  • Article
  • Figures & Data
  • References
  • Info & Metrics
  • PDF
Loading

Abstract

Analytical testing and an appropriate sampling method are instrumental in confirming that equipment surfaces have been adequately cleaned during cleaning validation or verification activities. The sampling method is critical to generating accurate results. Regulatory Health Authorities (RHAs) expect manufacturers to employ rinse, surface swab, or a combination of the two, with one favoring swab sampling methods. Surface swab sampling is performed manually by directly holding the swab (hand swabbing) or attaching the swab to the end of an extension pole (remote swabbing). Remote swabbing is an alternative for cases in which the equipment surfaces to be sampled are not readily accessible and would otherwise require confined space entry. This study evaluated the performance of a prototype automated swabbing device constructed from configurable microcontrollers, microelectronics, and electromechanical components against representative manual sampling methodologies. The automated swabbing device was designed and built to automate the swabbing work process for surfaces exhibiting various accessibility issues and challenges. Automated swab sampling of pharmaceutical manufacturing equipment offers several advantages over hand swabbing or remote swabbing, including decreased variability, the necessity for swab qualification of operators, increased accuracy versus remote swabbing, and decreased risk to personnel. To determine if automated swabbing can replace the current state of the art in manual swabbing, Hyde Engineering + Consulting performed a comparative analysis of manual swabbing methods, hand and remote, and an automated swabbing method using a prototype device developed by Swabbot Solutions. This case study evaluated the three swabbing methods using multiple replicates, concentrations, representative soils, and controls to gauge the relative recovery performance of the accuracy and variability of each method. The study showed that the automated swabbing device achieved recovery levels comparable to those of the hand swabbing method but with lower variability. The remote swabbing method exhibited higher variability and lower recovery levels statistically dissimilar to both the hand and automated swabbing methods. Based on these performance results, we concluded that an automated swabbing method is an acceptable alternative to hand swabbing and outperforms the remote swabbing method.

  • Cleaning
  • Cleaning validation
  • TOC
  • Swabbing
  • Direct surface sampling
  • Remote swabbing
  • Confined space entry alternatives
  • © PDA, Inc. 2025
View Full Text

PDA members receive access to all articles published in the current year and previous volume year. Institutional subscribers received access to all content. Log in below to receive access to this article if you are either of these.  

If you are neither or you are a PDA member trying to access an article outside of your membership license, then you must purchase access to this article (below). If you do not have a username or password for JPST, you will be required to create an account prior to purchasing. 

Full issue PDFs are for PDA members only.

Note to pda.org users

The PDA and PDA bookstore websites (www.pda.org and www.pda.org/bookstore) are separate websites from the PDA JPST website. When you first join PDA, your initial UserID and Password are sent to HighWirePress to create your PDA JPST account. Subsequent UserrID and Password changes required at the PDA websites will not pass on to PDA JPST and vice versa. If you forget your PDA JPST UserID and/or Password, you can request help to retrieve UserID and reset Password below.

Log in using your username and password

Forgot your user name or password?

Log in through your institution

You may be able to gain access using your login credentials for your institution. Contact your library if you do not have a username and password.
If your organization uses OpenAthens, you can log in using your OpenAthens username and password. To check if your institution is supported, please see this list. Contact your library for more details.

Purchase access

You may purchase access to this article. This will require you to create an account if you don't already have one.

patientACCESS

patientACCESS - Patients desiring access to articles

Full issue PDFs are for PDA members only. You can join PDA at www.pda.org. 

PreviousNext
Back to top

In This Issue

PDA Journal of Pharmaceutical Science and Technology: 79 (5)
PDA Journal of Pharmaceutical Science and Technology
Vol. 79, Issue 5
September/October 2025
  • Table of Contents
  • Index by Author
  • Complete Issue (PDF)
Print
Download PDF
Article Alerts
Sign In to Email Alerts with your Email Address
Email Article

Thank you for your interest in spreading the word on PDA Journal of Pharmaceutical Science and Technology.

NOTE: We only request your email address so that the person you are recommending the page to knows that you wanted them to see it, and that it is not junk mail. We do not capture any email address.

Enter multiple addresses on separate lines or separate them with commas.
Automated Surface Swab Sampling: A Statistical Comparison of a Novel Approach to Existing Methods
(Your Name) has sent you a message from PDA Journal of Pharmaceutical Science and Technology
(Your Name) thought you would like to see the PDA Journal of Pharmaceutical Science and Technology web site.
CAPTCHA
This question is for testing whether or not you are a human visitor and to prevent automated spam submissions.
2 + 16 =
Solve this simple math problem and enter the result. E.g. for 1+3, enter 4.
Citation Tools
Automated Surface Swab Sampling: A Statistical Comparison of a Novel Approach to Existing Methods
Nicole Collier, Michael Lund, Keith Bader, Rick Mineo
PDA Journal of Pharmaceutical Science and Technology Sep 2025, 79 (5) 549-555; DOI: 10.5731/pdajpst.2025-000005.1

Citation Manager Formats

  • BibTeX
  • Bookends
  • EasyBib
  • EndNote (tagged)
  • EndNote 8 (xml)
  • Medlars
  • Mendeley
  • Papers
  • RefWorks Tagged
  • Ref Manager
  • RIS
  • Zotero
Share
Automated Surface Swab Sampling: A Statistical Comparison of a Novel Approach to Existing Methods
Nicole Collier, Michael Lund, Keith Bader, Rick Mineo
PDA Journal of Pharmaceutical Science and Technology Sep 2025, 79 (5) 549-555; DOI: 10.5731/pdajpst.2025-000005.1
Twitter logo Facebook logo Mendeley logo
  • Tweet Widget
  • Facebook Like
  • Google Plus One

Jump to section

  • Article
    • Abstract
    • Introduction
    • Materials and Methods
    • Results and Discussion
    • Conclusions
    • Conflict of Interest Declaration
    • References
  • Figures & Data
  • References
  • Info & Metrics
  • PDF

Related Articles

  • No related articles found.
  • PubMed
  • Google Scholar

Cited By...

  • No citing articles found.
  • Google Scholar

More in this TOC Section

  • Defining a Generic Technology Transfer Process for use Across the Biopharmaceutical Manufacturing Industry
  • Phase-Incremental Decision Trees for Multi-Phase Feature Selection and Interaction in Biologics Manufacturing
Show more Case Studies

Similar Articles

Keywords

  • Cleaning
  • Cleaning validation
  • TOC
  • Swabbing
  • Direct surface sampling
  • Remote swabbing
  • Confined space entry alternatives

Readers

  • About
  • Table of Content Alerts/Other Alerts
  • Subscriptions
  • Terms of Use
  • Contact Editors

Author/Reviewer Information

  • Author Resources
  • Submit Manuscript
  • Reviewers
  • Contact Editors

Parenteral Drug Association, Inc.

  • About
  • Advertising/Sponsorships
  • Events
  • PDA Bookstore
  • Press Releases

© 2025 PDA Journal of Pharmaceutical Science and Technology Print ISSN: 1079-7440  Digital ISSN: 1948-2124

Powered by HighWire