Peer Review History

Original SubmissionFebruary 28, 2025
Decision Letter - Miquel Vall-llosera Camps, Editor

-->PONE-D-25-08305-->-->Out-of-pocket payments and associated factors among hypertensive patients insured under the National Health Insurance Scheme in a referral hospital, Ghana-->-->PLOS ONE

Dear Dr. Ackon,

Thank you for submitting your manuscript to PLOS One. Firstly, we would like to apologize for the delay in processing your manuscript. It has been exceptionally difficult to secure reviewers to evaluate your study. We have now received one completed review, which is available below. The reviewer has raised significant scientific concerns about the study that need to be addressed in a revision.

Please note that we have only been able to secure a single reviewer to assess your manuscript. We are issuing a decision on your manuscript at this point to prevent further delays in the evaluation of your manuscript. Please be aware that the editor who handles your revised manuscript might find it necessary to invite additional reviewers to assess this work once the revised manuscript is submitted. However, we will aim to proceed on the basis of this single review if possible.

Please submit your revised manuscript by Jun 08 2025 11:59PM. If you will need more time than this to complete your revisions, please reply to this message or contact the journal office at plosone@plos.org. When you're ready to submit your revision, log on to https://www.editorialmanager.com/pone/ and select the 'Submissions Needing Revision' folder to locate your manuscript file.

Please include the following items when submitting your revised manuscript:-->

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We look forward to receiving your revised manuscript.

Kind regards,

Miquel Vall-llosera Camps

Senior Staff Editor

PLOS ONE

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Reviewers' comments:

Reviewer's Responses to Questions

-->Comments to the Author

1. Is the manuscript technically sound, and do the data support the conclusions?

The manuscript must describe a technically sound piece of scientific research with data that supports the conclusions. Experiments must have been conducted rigorously, with appropriate controls, replication, and sample sizes. The conclusions must be drawn appropriately based on the data presented. -->

Reviewer #1: Partly

**********

-->2. Has the statistical analysis been performed appropriately and rigorously? -->

Reviewer #1: Yes

**********

-->3. Have the authors made all data underlying the findings in their manuscript fully available?

The PLOS Data policy requires authors to make all data underlying the findings described in their manuscript fully available without restriction, with rare exception (please refer to the Data Availability Statement in the manuscript PDF file). The data should be provided as part of the manuscript or its supporting information, or deposited to a public repository. For example, in addition to summary statistics, the data points behind means, medians and variance measures should be available. If there are restrictions on publicly sharing data—e.g. participant privacy or use of data from a third party—those must be specified.-->

Reviewer #1: Yes

**********

-->4. Is the manuscript presented in an intelligible fashion and written in standard English?

PLOS ONE does not copyedit accepted manuscripts, so the language in submitted articles must be clear, correct, and unambiguous. Any typographical or grammatical errors should be corrected at revision, so please note any specific errors here.-->

Reviewer #1: No

**********

-->5. Review Comments to the Author

Please use the space provided to explain your answers to the questions above. You may also include additional comments for the author, including concerns about dual publication, research ethics, or publication ethics. (Please upload your review as an attachment if it exceeds 20,000 characters)-->

Reviewer #1: Dear author, thank you for your manuscript. The following comments are sent to enrich your work

It is better to focus more on the main challenge in the introduction and avoid additional explanations. State the main reason for choosing this topic and its importance.

State the time frame of the research.

Abbreviation for out-of-pocket payments is OOP not OPP.

The use of a cross-sectional method may not be able to show the cause-and-effect relationship between factors related to out-of-pocket payments. This type of study only examines the current situation and may ignore changes over time

This article does not provide a precise definition of "out-of-pocket payments" and does not distinguish between authorized and unauthorized payments. This could lead to misinterpretation of the data.

The sample was drawn from only three regions, which may not be representative of the entire country. This makes it difficult to generalize the results to other regions of Ghana.

The article does not fully assess the impact of out-of-pocket payments on the economic situation of households, especially poor households, which is essential to achieving the Sustainable Development Goals.

The article does not provide a precise definition of “out-of-pocket payments” and does not distinguish between authorized and unauthorized payments. This can lead to misinterpretation of the data.

Although the article provides recommendations, it does not provide practical solutions for implementing these recommendations.

**********

-->6. PLOS authors have the option to publish the peer review history of their article (what does this mean?). If published, this will include your full peer review and any attached files.

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Reviewer #1: No

**********

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Attachments
Attachment
Submitted filename: Dear author.docx
Revision 1

University of Health and Allied Sciences

Fred N. Binka School of Public Health

PMB 31, Ho

May 28, 2025

The Editor-in-Chief

Plos One

Dear Dr. Camps,

Subject: Response to Reviewers for Manuscript [PONE-D-25-08305]

I sincerely appreciate the time and effort that you and the reviewer have invested in evaluating our manuscript, titled “Out-of-pocket payments and associated factors among hypertensive patients insured under the National Health Insurance Scheme in a referral hospital, Ghana”. We are grateful for the constructive feedback, which has helped us improve the quality and clarity of our work.

Below, we provide detailed responses to the editor and reviewer’s comments. We have carefully revised the manuscript to address all concerns and believe that the updated version strengthens our study.

Journal requirements:

1. Please ensure that your manuscript meets PLOS ONE's style requirements, including those for file naming.

Response: Thank you for pointing this out. We have thoroughly reviewed the journal’s submission guidelines and revised the paper accordingly. This includes adjustments to section headings, line spacing, abstract format and other formatting specifications.

2. We note that Figure 1 in your submission contain [map/satellite] images which may be copyrighted. We require you to either (1) present written permission from the copyright holder to publish these figures specifically under the CC BY 4.0 license, or (2) remove the figures from your submission.

Response: Thank you for pointing this out. We have removed the figure from the paper to avoid any copyright infringement.

Reviewer #1 comments:

1. Comment: It is better to focus more on the main challenge in the introduction and avoid additional explanations. State the main reason for choosing this topic and its importance.

Response: Thank you for this insightful comment. We appreciate your points on the need to be concise and specific. To improve clarity and focus, we have made major edits for conciseness while retaining key references which directly support the rationale for the research. We believe that this revision strengthens your reading experience by leading to the main reason for choosing this topic and its importance more quickly.

2. Comment: State the time frame of the research.

Response: Thank you for pointing this out. We have revised the manuscript to include the time frame of the research (See Pages 2, 7 & Lines 25, 116)

3. Comment: Abbreviation for out-of-pocket payments is OOP not OPP.

Response: Thank you for noting this. We have revised the entire manuscript to reflect OOP as the appropriate abbreviation for out-of-pocket and not OPP.

4. Comment: The use of a cross-sectional method may not be able to show the cause-and-effect relationship between factors related to out-of-pocket payments. This type of study only examines the current situation and may ignore changes over time.

Response: Thank you for this important point. We agree that cross-sectional studies are not able to determine causality and do not consider changes overtime. We have therefore acknowledged that our adoption of this study design is a key limitation of our study. This acknowledgement enhances the integrity of the paper.

5. Comment: This article does not provide a precise definition of "out-of-pocket payments" and does not distinguish between authorized and unauthorized payments. This could lead to misinterpretation of the data.

Response: Thank you for this insightful comment. We agree that the lack of a clear distinction between authorized and unauthorized out-of-pocket payments may lead to a misrepresentation of our findings. We have therefore acknowledged this as an important limitation of our study. This admission strengthens the transparency and credibility of the paper.

6. Comment: The sample was drawn from only three regions, which may not be representative of the entire country. This makes it difficult to generalize the results to other regions of Ghana.

Response: Thank you for this insightful comment. We agree that our study may not be generalizable to the other regions of Ghana. As such, we have acknowledged this as a major limitation of our study.

7. Comment: The article does not fully assess the impact of out-of-pocket payments on the economic situation of households, especially poor households, which is essential to achieving the Sustainable Development Goals.

Response: Thank you for this important point. We agree that our study did not comprehensively evaluate the impact of out-of-pocket payments on the economic situation of households. We have therefore acknowledged this as a key limitation of our study which we hope strengthens the transparency of the paper.

8. Comment: Although the article provides recommendations, it does not provide practical solutions for implementing these recommendations.

Response: Thank you for noting this. We have expanded our recommendations to include the key stakeholders responsible for implementing the recommendations we gave.

We hope that these revisions satisfactorily address the editor and reviewer’s concerns. We appreciate the opportunity to improve our manuscript and look forward to your feedback.

Thank you for your time and consideration.

Sincerely,

Angela Nana Esi Ackon

angela.aan2009@gmail.com

Attachments
Attachment
Submitted filename: Response to Reviewers.docx
Decision Letter - Charles Ezenduka, Editor

-->PONE-D-25-08305R1-->-->Out-of-pocket payments and associated factors among hypertensive patients insured under the National Health Insurance Scheme in a referral hospital, Ghana-->-->PLOS One

Dear Dr. Ackon,

Thank you for submitting your manuscript to PLOS ONE. After careful consideration, we feel that it has merit but does not fully meet PLOS ONE’s publication criteria as it currently stands. Therefore, we invite you to submit a revised version of the manuscript that addresses the points raised during the review process.

Please submit your revised manuscript by Apr 06 2026 11:59PM. If you will need more time than this to complete your revisions, please reply to this message or contact the journal office at plosone@plos.org. When you're ready to submit your revision, log on to https://www.editorialmanager.com/pone/ and select the 'Submissions Needing Revision' folder to locate your manuscript file.

Please include the following items when submitting your revised manuscript:-->

  • A letter that responds to each point raised by the academic editor and reviewer(s). You should upload this letter as a separate file labeled 'Response to Reviewers'.
  • A marked-up copy of your manuscript that highlights changes made to the original version. You should upload this as a separate file labeled 'Revised Manuscript with Track Changes'.
  • An unmarked version of your revised paper without tracked changes. You should upload this as a separate file labeled 'Manuscript'.

-->If you would like to make changes to your financial disclosure, please include your updated statement in your cover letter. Guidelines for resubmitting your figure files are available below the reviewer comments at the end of this letter.

If applicable, we recommend that you deposit your laboratory protocols in protocols.io to enhance the reproducibility of your results. Protocols.io assigns your protocol its own identifier (DOI) so that it can be cited independently in the future. For instructions see: https://journals.plos.org/plosone/s/submission-guidelines#loc-laboratory-protocols. Additionally, PLOS ONE offers an option for publishing peer-reviewed Lab Protocol articles, which describe protocols hosted on protocols.io. Read more information on sharing protocols at https://plos.org/protocols?utm_medium=editorial-email&utm_source=authorletters&utm_campaign=protocols.

We look forward to receiving your revised manuscript.

Kind regards,

Charles C Ezenduka, PhD

Academic Editor

PLOS One

Journal Requirements:

If the reviewer comments include a recommendation to cite specific previously published works, please review and evaluate these publications to determine whether they are relevant and should be cited. There is no requirement to cite these works unless the editor has indicated otherwise.

Please review your reference list to ensure that it is complete and correct. If you have cited papers that have been retracted, please include the rationale for doing so in the manuscript text, or remove these references and replace them with relevant current references. Any changes to the reference list should be mentioned in the rebuttal letter that accompanies your revised manuscript. If you need to cite a retracted article, indicate the article’s retracted status in the References list and also include a citation and full reference for the retraction notice.

Additional Editor Comments:

The last reviewer has raised a significant and valid concerns that require authors' attention and responses to enhance quality of the manuscript to meet publication criteria.

Hence, authors are requested to respond to these comments based on a minor essential revision

[Note: HTML markup is below. Please do not edit.]

Reviewers' comments:

Reviewer's Responses to Questions

-->Comments to the Author

1. If the authors have adequately addressed your comments raised in a previous round of review and you feel that this manuscript is now acceptable for publication, you may indicate that here to bypass the “Comments to the Author” section, enter your conflict of interest statement in the “Confidential to Editor” section, and submit your "Accept" recommendation.-->

Reviewer #1: All comments have been addressed

Reviewer #2: All comments have been addressed

Reviewer #3: All comments have been addressed

**********

-->2. Is the manuscript technically sound, and do the data support the conclusions?

The manuscript must describe a technically sound piece of scientific research with data that supports the conclusions. Experiments must have been conducted rigorously, with appropriate controls, replication, and sample sizes. The conclusions must be drawn appropriately based on the data presented. -->

Reviewer #1: Yes

Reviewer #2: Yes

Reviewer #3: Yes

**********

-->3. Has the statistical analysis been performed appropriately and rigorously? -->

Reviewer #1: Yes

Reviewer #2: Yes

Reviewer #3: Yes

**********

-->4. Have the authors made all data underlying the findings in their manuscript fully available?

The PLOS Data policy requires authors to make all data underlying the findings described in their manuscript fully available without restriction, with rare exception (please refer to the Data Availability Statement in the manuscript PDF file). The data should be provided as part of the manuscript or its supporting information, or deposited to a public repository. For example, in addition to summary statistics, the data points behind means, medians and variance measures should be available. If there are restrictions on publicly sharing data—e.g. participant privacy or use of data from a third party—those must be specified.-->

Reviewer #1: Yes

Reviewer #2: Yes

Reviewer #3: Yes

**********

-->5. Is the manuscript presented in an intelligible fashion and written in standard English?

PLOS ONE does not copyedit accepted manuscripts, so the language in submitted articles must be clear, correct, and unambiguous. Any typographical or grammatical errors should be corrected at revision, so please note any specific errors here.-->

Reviewer #1: Yes

Reviewer #2: Yes

Reviewer #3: Yes

**********

-->6. Review Comments to the Author

Please use the space provided to explain your answers to the questions above. You may also include additional comments for the author, including concerns about dual publication, research ethics, or publication ethics. (Please upload your review as an attachment if it exceeds 20,000 characters)-->

Reviewer #1: Dear Editor,

Hello

I confirm that all the reviewer comments provided to the authors have been fully addressed and incorporated into the revised version of the manuscript. The authors have responded appropriately to each point, and the revisions made adequately reflect the feedback previously given.

Reviewer #2: The revised manuscript provides a timely and policy-relevant analysis of out-of-pocket payments among insured hypertensive patients in Ghana, addressing an important gap in the universal health coverage discourse. The methodology is appropriate, with clear use of cross-sectional design, adequate sample size, and robust multivariable logistic regression analysis. The findings are clearly presented and demonstrate significant associations with meaningful public health implications. The discussion appropriately contextualizes the results within SDG targets and national insurance policy objectives. I recommend acceptance of the manuscript in its current form.

Reviewer #3: General comment

The authors have clearly engaged with the prior reviewer comments and have added explicit limitations, clarified timeframe, corrected terminology, and expanded recommendations. The manuscript is scientifically coherent and addresses an important health-financing question. However, several editorially critical and methodologically relevant issues remain unresolved, including internal inconsistencies, reporting clarity, sampling description accuracy, and analytical interpretation.

Specific comments

1. While the authors state that all instances of OPP were replaced with OOP, the revised manuscript still contains multiple residual “OPPsOOP” artifacts, indicating incomplete editing and typesetting inconsistencies (visible in conclusions and limitations sections).

2. The limitation about not distinguishing authorised vs unauthorised payments is acknowledged, which is good, but the manuscript still does not operationally define how respondents interpreted OOP payments during data collection. This raises interpretability concerns about whether co-payments and informal payments, alongside drug purchases outside facility were included. In essence, the limitation statement remains insufficient as readers need clearer operational framing in the Methods.

3. While the limitation about single-region sampling is properly acknowledged, the reviewer response incorrectly states the sample was from three regions whereas the manuscript clearly describes one facility in the Volta Region. This mismatch should be corrected for consistency.

4. While stakeholder identification has been added to the recommendations, most of the policy recommendations remain generic, with limited linkage to study findings. I recommend that the authors tie each recommendation directly to a specific empirical result.

5. The manuscript states: sample size target = 422 (after non-response adjustment), and actual sample recruited = 389. However, there is no explanation for this discrepancy. This reporting gap could affect reproducibility and transparency. In addition, the randomisation description suggests systematic daily recruitment rather than true simple random sampling, and while a potential repeat-visit bias mitigation is described, it was not validated.

6. While the authors acknowledge that outcome variables rely entirely on self-report, this could be better contextualised along recall bias, misclassification and social desirability bias risks.

7. While the Logistic regression seems appropriate, some missing essentials include variable selection criteria, model diagnostics, multicollinearity checks, and sensitivity analysis. These elements of model transparency would improve rigour.

8. In result interpretation, the prevalence estimate (97.2%) is extremely high relative to cited Ghanaian literature. While the discussion attributes this to sample homogeneity, this explanation is not empirically demonstrated. Thus, the conclusion risks overstating generalisable burden.

9. Several issues require correction as multiple sections contain duplicated or corrupted terms (e.g., OPPsOOP). For instance, percent denominators are sometimes unclear, there are overlapping categories, and Fisher vs Chi-square labelling seem inconsistent.

10. Also, there are some logical phrasing issues such as “findings are important and generalisable”. This is contradicted by the already stated sampling limitations. Again, the claim that findings are generalisable is not sufficiently justified given the single facility, region-specific context, and older patient skew. A revision should reflect analytic relevance, not population generalisability.

11. The revised manuscript does not report any formal robustness or sensitivity analyses beyond the primary logistic regression model. Including some basic model diagnostics or alternative specifications would strengthen confidence in the findings. Given the very high prevalence of OOP payments and reliance on self-reported measures, demonstrating that the main associations are not sensitive to modelling choices would enhance the methodological transparency and credibility of the results.

**********

-->7. PLOS authors have the option to publish the peer review history of their article (what does this mean?). If published, this will include your full peer review and any attached files.

If you choose “no”, your identity will remain anonymous but your review may still be made public.

Do you want your identity to be public for this peer review? For information about this choice, including consent withdrawal, please see our Privacy Policy.-->

Reviewer #1: No

Reviewer #2: Yes: Dr. Ragni Kumari

Reviewer #3: No

**********

[NOTE: If reviewer comments were submitted as an attachment file, they will be attached to this email and accessible via the submission site. Please log into your account, locate the manuscript record, and check for the action link "View Attachments". If this link does not appear, there are no attachment files.]

To ensure your figures meet our technical requirements, please review our figure guidelines: https://journals.plos.org/plosone/s/figures

You may also use PLOS’s free figure tool, NAAS, to help you prepare publication quality figures: https://journals.plos.org/plosone/s/figures#loc-tools-for-figure-preparation.

NAAS will assess whether your figures meet our technical requirements by comparing each figure against our figure specifications.

-->

Revision 2

I sincerely appreciate the time and effort that you and the reviewers have invested in evaluating our manuscript, titled “Out-of-pocket payments and associated factors among hypertensive patients insured under the National Health Insurance Scheme in a referral hospital, Ghana”. We are grateful for the constructive feedback, which has helped us improve the quality and clarity of our work.

Below, we provide detailed responses to the editor and reviewers’ comments. We have carefully revised the manuscript to address all concerns and believe that the updated version strengthens our study.

Reviewer #1: Dear Editor,

Hello

I confirm that all the reviewer comments provided to the authors have been fully addressed and incorporated into the revised version of the manuscript. The authors have responded appropriately to each point, and the revisions made adequately reflect the feedback previously given.

Reviewer #2: The revised manuscript provides a timely and policy-relevant analysis of out-of-pocket payments among insured hypertensive patients in Ghana, addressing an important gap in the universal health coverage discourse. The methodology is appropriate, with clear use of cross-sectional design, adequate sample size, and robust multivariable logistic regression analysis. The findings are clearly presented and demonstrate significant associations with meaningful public health implications. The discussion appropriately contextualizes the results within SDG targets and national insurance policy objectives. I recommend acceptance of the manuscript in its current form.

Reviewer #3: General comment

The authors have clearly engaged with the prior reviewer comments and have added explicit limitations, clarified timeframe, corrected terminology, and expanded recommendations. The manuscript is scientifically coherent and addresses an important health-financing question. However, several editorially critical and methodologically relevant issues remain unresolved, including internal inconsistencies, reporting clarity, sampling description accuracy, and analytical interpretation.

Specific comments

1. Comment: While the authors state that all instances of OPP were replaced with OOP, the revised manuscript still contains multiple residual “OPPsOOP” artifacts, indicating incomplete editing and typesetting inconsistencies (visible in conclusions and limitations sections).

Response: Thank you for pointing this out. We have thoroughly revised the entire manuscript and expunged all residual artifacts. We have also ensured consistency in editing across all sections.

2. Comment: The limitation about not distinguishing authorised vs unauthorised payments is acknowledged, which is good, but the manuscript still does not operationally define how respondents interpreted OOP payments during data collection. This raises interpretability concerns about whether co-payments and informal payments, alongside drug purchases outside facility were included. In essence, the limitation statement remains insufficient as readers need clearer operational framing in the Methods.

Response: Thank you for this insightful comment. We have revised the methods to clearly detail how respondents were instructed to interpret payments. Our study however excludes payments made outside of the facility since we sought to examine the out-of-pocket payments made which would have ordinarily been covered by the NHIS. In our revision, we have strengthened the operational definition of payments in the methods section. We believe that these revisions would enhance transparency (See Page 9, Lines 164-173).

3. Comment: While the limitation about single-region sampling is properly acknowledged, the reviewer response incorrectly states the sample was from three regions whereas the manuscript clearly describes one facility in the Volta Region. This mismatch should be corrected for consistency.

Response: Thank you for this important observation. We acknowledge that our sample was drawn from one facility in the Volta region and hence our response to the previous review comment should have clarified the absence of any mention of three regions in our manuscript.

4. Comment: While stakeholder identification has been added to the recommendations, most of the policy recommendations remain generic, with limited linkage to study findings. I recommend that the authors tie each recommendation directly to a specific empirical result.

Response: Thank you for this insightful comment. We have revised the recommendations to relate it more closely with the results to enhance their practical relevance.

5. Comment: The manuscript states: sample size target = 422 (after non-response adjustment), and actual sample recruited = 389. However, there is no explanation for this discrepancy. This reporting gap could affect reproducibility and transparency. In addition, the randomisation description suggests systematic daily recruitment rather than true simple random sampling, and while a potential repeat-visit bias mitigation is described, it was not validated.

Response: Thank you for this insightful comment. We have revised the methods to clarify that the discrepancy reflects practical recruitment constraints rather than methodological issues. We however successfully recruited 393 respondents but 4 were not included in the analysis due to missing data. Also, we have now revised the methods section to clarify the process of selecting participants. Regarding the mitigation of potential repeat-visit bias, we agree that our initial description lacked validation and we have revised our limitations to clearly acknowledged this limitation. We believe these revisions strengthen methodological clarity of the manuscript.

6. Comment: While the authors acknowledge that outcome variables rely entirely on self-report, this could be better contextualised along recall bias, misclassification and social desirability bias risks.

Response: Thank you for this observation. We have revised the limitations to address the possibilities of recall bias, misclassifications and social desirability bias. We have also clarified in our methods and limitations sections and provided a fuller account of both the risks and the mitigation strategies employed. Firstly, that questionnaires were administered as exit interviews, immediately after respondents received treatment which reduced the risk of recall bias. Again, we have noted that we tried to reduce misclassification by providing detailed breakdown of possible health services that may have resulted in payments in the questionnaire and with regards to social desirability bias, we minimised this by conducting the interviews privately.

7. Comment: While the Logistic regression seems appropriate, some missing essentials include variable selection criteria, model diagnostics, multicollinearity checks, and sensitivity analysis. These elements of model transparency would improve rigour. Response: Thank you for this important comment. We could not conduct sensitivity analysis due to the distribution of the outcome variables which limited the potential for meaningful variation across alternative model specifications. We have expanded our limitations to acknowledge this (See Page 27, Lines 494-495).

8. Comment: In result interpretation, the prevalence estimate (97.2%) is extremely high relative to cited Ghanaian literature. While the discussion attributes this to sample homogeneity, this explanation is not empirically demonstrated. Thus, the conclusion risks overstating generalisable burden.

Response: Thank you for this important comment. We have made revisions in our manuscript to ensure that we remain within the limits of our evidence. We have thus accurately presented results, expanded the limitations to fully explain methodological and contextual constraints and revised our conclusions to avoid overstating implications to enhance the credibility of the manuscript.

9. Comment: Several issues require correction as multiple sections contain duplicated or corrupted terms (e.g., OPPsOOP). For instance, percent denominators are sometimes unclear, there are overlapping categories, and Fisher vs Chi-square labelling seem inconsistent.

Response: Thank you for this insightful comment. We have revised the manuscript and corrected all instances of duplication or corrupted text. We have clarified the denominators used for each percentage, ensuring consistency and transparency across tables and narrative results. These corrections improve clarity, accuracy, and consistency throughout the manuscript.

10. Comment: Also, there are some logical phrasing issues such as “findings are important and generalisable”. This is contradicted by the already stated sampling limitations. Again, the claim that findings are generalisable is not sufficiently justified given the single facility, region-specific context, and older patient skew. A revision should reflect analytic relevance, not population generalisability.

Response: Thank you for this important observation. We have made major revisions in our manuscript to ensure that we avoid overstating implications of our findings. We believe this would enhance the credibility of the manuscript.

11. Comment: The revised manuscript does not report any formal robustness or sensitivity analyses beyond the primary logistic regression model. Including some basic model diagnostics or alternative specifications would strengthen confidence in the findings. Given the very high prevalence of OOP payments and reliance on self-reported measures, demonstrating that the main associations are not sensitive to modelling choices would enhance the methodological transparency and credibility of the results.

Response: Thank you for this important observation. Because our study reported a very high prevalence of OOP payments, the scope for meaningful sensitivity analysis was limited given that for such a skewed distribution, sensitivity analyses across subsamples or alternative specifications would not materially change the results, as the imbalance in outcome frequencies constrains model variation. We have acknowledged this in our limitations and noted that future research could consider alternative approaches if outcomes with greater variability are available.

We hope that these revisions satisfactorily address the editor and reviewers’ concerns. We appreciate the opportunity to improve our manuscript and look forward to your feedback.

Thank you for your time and consideration.

Sincerely,

Angela Nana Esi Ackon

angela.aan2009@gmail.com

Attachments
Attachment
Submitted filename: Response_to_Reviewers_auresp_2.docx
Decision Letter - Charles Ezenduka, Editor

Out-of-pocket payments and associated factors among hypertensive patients insured under the National Health Insurance Scheme in a referral hospital, Ghana

PONE-D-25-08305R2

Dear Dr. Ackon,

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Academic Editor

PLOS One

Additional Editor Comments (optional):

Reviewers' comments:

Formally Accepted
Acceptance Letter - Charles Ezenduka, Editor

PONE-D-25-08305R2

PLOS One

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