International research studies often leverage the knowledge and lived experience of in-country investigators to develop data collection tools and analyze the resulting data, but not that of local research staff. Recognizing this missed opportunity, the Maneno Yetu study implemented a novel collaborative, cross-cultural approach that leveraged our team members’ knowledge of the study communities. Our U.S.- and Kenya-based research team jointly participated in interview guide development and data analysis for focus group discussions exploring sexual and reproductive health behaviors of Kenyan adolescents. Our Kenya-based team members drew from their own adolescence growing up in similar environments to develop an interview guide that resonated with our study population and conducted the data analysis, with training and mentoring by U.S.-based members. We created a team structure and research environment that promoted egalitarianism, inclusiveness, and collectiveness within the rigor of a National Institutes of Health study. Our approach fostered a supportive working environment, created family-like dynamics, empowered equal partnerships, and amplified investment in the success of the study. Engaging both U.S.- and Kenya-based members in all study phases and integrating capacity building as a study goal helped develop our team’s qualitative research skills. The collaborative team approach strengthened the validity of findings and provided professional development opportunities. Future studies can benefit greatly by leveraging the valuable contributions of all team members, irrespective of educational degree or position title. Given our team’s overwhelmingly positive experience, we encourage other investigators to integrate this collaborative, cross-cultural approach into their research programs.

International research studies often leverage the knowledge and lived experience of in-country investigators to inform study design and implementation. Local research staff who implement the study, such as study managers, research assistants (RAs), and data managers, usually are not engaged to participate in data collection tool development and data analysis. This exclusion is a missed opportunity to benefit from their knowledge of the local culture and create sustainable community practices while concurrently studying these practices [1, 2, 3, 4].

Maneno Yetu (“Our Words”) is a study of sexual and reproductive health behaviors among adolescents residing in informal settlements of Kisumu, Kenya. Informal settlements, that is, slums, are characterized by impoverished living conditions which contribute to poor health and high rates of morbidity and mortality [5, 6, 7, 8]. Our mixed-methods study included focus group discussions (FGDs) and a cross-sectional survey [9, 10, 11, 12, 13, 14].

Recognizing the value of integrating our Kenya-based research team in all aspects of the study, we implemented a novel collaborative, cross-cultural approach that leveraged our team members’ knowledge of the culture and vernacular of the study communities. In this article, we describe the process by which our U.S. and Kenyan research team jointly collaborated in developing the interview guide and analyzing the FGD data. We also share the team members’ reflective analysis of how their experience with learning about qualitative tool development and data analysis enriched their professional development.

The five members of the U.S.-based team included the principal investigator (PI), qualitative researchers, and study managers. The seven members of the Kenya-based team included a study manager, data manager, and RAs with a range of experience and expertise. One Kenyan member previously worked on 7 research studies; three members worked on 3–5 studies; two worked on 1–2 studies; and one was working on their first study.

Several team members were young adults who related well with participants. Others spent their adolescent years living in or raised or were currently raising adolescent children in the study communities and contributed first-hand perspectives on the experiences of adolescents residing in informal settlements [7, 8]. The community connections of the Kenyan team were essential for sensitization and mobilization efforts.

Our research team members engaged in the FGD interview guide development and data analysis. Our team initially included a Kenyan co-investigator who was co-leading the qualitative component, but then subsequently withdrew due to time constraints. Given the timeline pressure to implement the study, the Kenyan team wanted to continue developing the FGD interview guide with the support of the U.S.-based co-investigator co-leading the qualitative component.

The interview guide’s initial domains of inquiry were based on the thematic areas described in the funded grant application, which was co-written by U.S. and Kenyan investigators. We held a workshop in Kisumu to design probes and vignettes to facilitate discussions about knowledge, attitudes, behaviors, and beliefs around relationships and sex. The Kenyan team implemented the FGDs and took the lead during the data analysis phase, with mentoring by the U.S. members.

Through team meetings and impromptu conversations, our members frequently shared their perspectives with each other regarding their experiences with interview guide development and training and mentoring on qualitative data analysis. After the first two papers from the qualitative study component were published, our team members expressed an interest in developing a manuscript that described our experiences with this collaborative approach [9, 10]. To facilitate manuscript development, each team member was asked to write down perspectives that they had previously shared or new thoughts they had regarding the interview guide development and data analysis training and mentoring processes. The PI assigned each team member a unique code that included location information, for example, KE1 = Kenya-based team member 1, US2 = U.S.-based team member 2; organized the team members’ perspectives based on whether they were related to the interview guide development process or the qualitative data analysis process; and selected quotes that were representative of the breadth of perspectives.

This was the first time that most of the Kenyan team members had participated in tool development for qualitative research.

This presented a learning opportunity for the in-country team members, most of whom had very little if any, in designing qualitative data collection tools. (KE1)

I felt privileged to be involved, learn and understand more about the process of coming up with a FGD guide. (KE3)

They credited their participation for gaining a better grasp of the scientific intent behind the FGDs.

The process of being involved in the making of the guide was quite interactive it gave a new insight into how study concepts are developed …I found it very interesting as the discussion of the question were making meaning to the study objectives. (KE5)

The team believed it was critical that the guide be developmentally appropriate for adolescent participants.

… I felt challenged since I knew we had to come up with a tool that best captured the experiences as well as the challenges faced by this population. (KE1)

…there were a lot of topics to be covered yet the guide was not supposed to be too long since our target participants were adolescents. There were so many factors to consider during this process like …the “appropriate” language that was adolescent friendly. (KE2)

The Kenyan team drew from their own adolescence growing up in similar environments to develop a guide that resonated with our study population.

This enabled me to look back at my teenage years and compare with what was going on in the society today. Most of the scenarios that I came up with were from personal experiences that I had as an adolescent and I knew that most adolescents could relate with them. This part brought a mixture of feelings for me. (KE2)

Kenyan team members who were from the areas where we were working …spoke the same languages and were mostly from the same tribe, so there was a shared experience and insight into the experiences of youth from those areas. (US4)

Our Kenyan members ensured the local context was well-represented.

The in-country team members were able to bring in a more “contextualized” touch based on their local knowledge and experiences …I also believe it offered a better understanding of the local context to our UCSF counterparts who would be involved in the analysis of the data collected. (KE1)

It was something I really enjoyed. It was so important to get the Kenyan perspective; without it, we wouldn’t have asked the right questions or posed realistic scenarios. Our data therefore not have provided answers to our research questions. (US4)

Discussions during the workshop and post-workshop through emails and conference calls helped craft probes that prompt a variety of perspectives to ensure all voices would be heard.

This process worked well because it was a team effort and not just the opinion of one person. (KE2)

Jointly developing the FGD guide helped team members gain a better understanding of the intent behind the questions and probes.

The process of developing the guide gave me the chance to facilitate taking the study objectives into consideration, it gave me the open idea of starting even from the end to beginning or sometimes I would start in the middle but still manage to achieve the objective without missing out on important items of the study I was able to connect with the guide consciously in my facilitation. (KE5)

This development process was eventually very helpful because by the time we started the actual FGDs, I had mastered the guide, and this allowed me to lead the discussion easily …Participation in the development of the guide including piloting of the guide also enabled me to sharpen my facilitation skills and be able to have the reins of the discussion throughout without losing focus. (KE2)

The Kenyan team members felt that the practice sessions increased fluency in administering the interview guide and enabled sharing on how to best approach the questions to obtain rich data.

Gave me good confidence in how I was interacting with the participants, during the process of coming up with it we had gone through different dimensions of how the questions would be interpreted by participant, we had also talked of how best one can administer/pause the questions to the participants in different languages for better understanding. I also had time to grasp the content well of what is expected out of the FGD. (KE3)

It affected positively having understood the methodology, design and objective made the facilitation successful as could easily use open ended discussion questions and probing skills from the onset of the FGD on the topic of discussion. (KE6)

Our team viewed working together on the guide as a learning opportunity.

I knew this was a chance for me to delve deep into my qualitative knowledge and experience and decided to give it my best. (KE2)

The process also created cohesiveness for the newly assembled U.S. and Kenyan team.

Rapport creation/introduction of FGD—enjoyed all the games and sessions we kept practicing as the Team, it created more bonding and fun times as the group. (KE3)

There was an excellent and productive level of collegiality engendered by the time together. (US2)

This collaborative working worked so well for us because everyone felt included in the process. No one was left out no matter what role they played in the study. This was a wonderful strategy because it gave everyone a sense of belonging and instilled the team spirit in us. (KE2)

For the qualitative data analysis process, U.S. members provided training and mentoring for the Kenyan team through 2 week-long intensive in-person workshops in Kisumu over a 6-month period and five 1-hour online workshops over a 2-month period, followed by ongoing mentoring through emails and online sessions. This stepwise approach afforded time to “contextualize” qualitative research and “digest the material.” We reviewed transcripts as a team using an open coding process to develop initial codes that were close to the data. We wrote potential codes on sticky notes and categorized the notes on a board along the lines of parent and child codes. This process facilitated the transition to using qualitative data analysis software (Dedoose). Team members strengthened their skills by working in pairs to conduct double-blind coding, presented back to the group to review areas of convergence and divergence, finalized the codebook, created analytic tables from code reports, and drafted memos.

I had a better grasp of how coming up with the memo can bring a different aspect in interpretation of data from different angles from each teammate. It help me understand how the process of writing the memo works as a mapping took in the overall coming up of the research paper. (KE3)

The team viewed the trainings as a “great initiative” that afforded them the opportunity to learn from their U.S. and Kenyan colleagues and from each other.

The idea of involving the whole team in data analysis was also a good move. This boosted the morale and confidence of the team. We felt involved and that our efforts mattered. (KE2)

Trainings helped them “understand core concepts and processes involved in qualitative data analysis” and working in groups “helped with the exchange of ideas.”

The training initiated some sort of critical thinking in regards to coming up with the memo topics …During that session in training it maintained the momentum of open communication and a lot of engagement within the team and the facilitator. (KE3)

Both individual and group work were an eye opener … I was able to learn from each other how to handle data and make sense out of the analysis. (KE8)

Analyzing the data was a novel experience and a chance to expand upon their skill set.

Very good and eager to see how the whole process goes. I had always pictured it as a very complicated process. I felt nice and privileged to learn all about the process of how the data we have been collecting all along in my previous research were being analyzed and to be adding new skills in research. (KE3)

I was enthusiastic about the opportunity to learn from the Kenyan-based team …the Kenya team conducted the FGDs and were therefore able correct any inaccurate assumptions or data misinterpretation and add nuance to the analysis of the FGD data. (US5)

The team would have liked to have additional in-person workshops to allot more time to cover topics and foster a “deeper understanding and synthesizing of the concepts learnt.” Workshops enabled more interpersonal interactions than online sessions that were conducted every other week and not always sufficient to address all questions and concerns in a timely manner.

Time was of great essence; our trainers of the workshops were great but the time we had for the session both physical and virtual could not give us all the room to get all the experience. (KE5)

Some of the curriculum was a little compact due to time constraints, particularly when we got to coding. (US3)

Other challenges with the online sessions included poor network connections at times, which made communication less effective, and time zone differences.

This was challenging because there were many people on the call, challenges with connecting …people can be very silent on the phone and so need to be nudged/encouraged to speak. (US2)

Applying their newly acquired data analysis skills, the Kenyan team took the lead with coding, creating analytical tables and developing memos, with ongoing review and mentorship by the U.S. members. The full team collaborated on finalizing the analyses.

Great being the first time to participate in data analysis especially from data collection to analysis point that provided explanation to various concepts. It increased my knowledge on data interpretation, coming up with themes, sub themes to developing code book and finally coding. (KE6)

Transcripts were double-blind coded and then discussed among team members.

Having the RAs exchange their coded work also worked well because they were able to talk about any code that they felt was misplaced and come to an agreement. (KE2)

Individual analysis followed with group/team analysis provided a deeper insight to some of the overlooked analysis process and data during individual sessions, this ensured a continued learning process and sharing of the different opinions and views on the collected data. (KE9)

U.S. members provided constructive feedback, which the local team found helpful.

The back and forth, with good guidance and positive critics on some of the memos we have written from UCSF team is slowly turning me into a much better writer of the analytical notes. (KE3)

Systematic analysis, with opportunities for review from the experts made me confidence with the work I had done. (KE4)

Trainers were impressed by how rapidly the team developed their analytic skills.

The growth the team showed in the process was dizzying …I was frankly floored by the level of analysis overall and the growth in their applied analytic skills and the memos .…(US2)

The entire team considered the collaborative interview guide development and data analysis processes a success.

By working with team members who were directly involved in the data collection in addition to understanding the local set up where the data was collected, I believe the analysis process had a unique advantage since the team were able to better interpret the data, including the local slang in the context in which they were used. (KE1)

The collaborative process created a strong bonding experience, transforming co-workers into a close family. This opinion was expressed by both Kenya- and U.S.-based team members.

Involving the whole team, despite the role they played in the study, worked really well. This enable everyone to feel valued and appreciated hence creating a strong bond in the team. This collaborative process also enabled the team to learn much about qualitative data analysis which helped in their skills improvement beyond data collection. (KE2)

I have really appreciated the efforts the UCSF leadership has made to make the U.S. and the Kenyan team feel as one, as colleagues working collaboratively to achieve shared goals rather than functioning in a hierarchical structure …I have found this project to be thoughtful of this dynamic and has worked hard to neutralize these complicated issues and create a “family” team dynamic where people feel valued for their contributions and appreciated as people. (US5)

Our collaborative, cross-cultural approach created a team structure and research environment that promoted egalitarianism, representativeness, and collectiveness within the rigor of a National Institutes of Health study. Our team members considered each other as peers, irrespective of education degrees or position titles. The teamwork fostered a supportive working environment, created family-like dynamics, empowered equal partnerships, and amplified investment in the success of the study.

Our approach aligns with promoting respectful and collaborative interactions principles of decolonization of global health research practices [15]. Engaging both U.S.- and Kenya-based members in all study phases and integrating capacity building helped strengthen our team’s qualitative research skills. The team approach strengthened the validity of findings and provided professional development opportunities.

The Kenyan team has built upon the knowledge and confidence gained from the qualitative data analysis experience to expand their skill set further. Two members were selected to participate in a week-long writing workshop led by faculty and scientists from the Kenya Medical Research Institute, Maseno University, and UCSF. Several members are lead authors on manuscripts in development that stem from the FGD data, with mentoring from the PI to hone their writing skills. The experience also inspired several members of our team to further their educational pursuits during the course of the study. One member obtained a bachelor’s degree, one received a master’s degree, and another pursued a doctoral degree.

It is important to note that our collaborative approach developed organically, stemming from ongoing conversations with the team members who expressed a keen interest in taking a more active role in the design of the interview guide and analysis of the qualitative data. Had we planned to formally assess this approach, we would have used an evaluation framework such as the Kirkpatrick’s model to guide data collection and analysis [16]. Despite this limitation, we believe it is important to relay our real-world experience.

We learned several key lessons in implementing our collaborative approach. For future studies, we will ask our team members from the onset whether they are interested in being actively involved with developing the study tools. We will conduct more in-person training sessions and have an in-country investigator to facilitate trainings and provide ongoing mentoring. We will also hold writing workshops to assist our team members develop manuscripts from the study data.

Success stories such as ours demonstrate how future studies can benefit greatly from leveraging the valuable contributions of all team members. Our approach resulted in professional skill development and educational capacity building. Given our team’s overwhelmingly positive experience, we encourage other investigators to integrate this collaborative approach into their research programs.

The authors declare that they have no conflicts of interest.

This study was funded by the U.S. National Institutes of Health (NIH R01 HD094683; NIH R01 HD094683-03S1; NIH R01 HD094683-04S1; PI: Hong-Ha M. Truong).

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How to cite this article: Truong, HM, Amboka, S, Kadede, K, Otieno, B, Odhiambo, H, Odeny, D, Agot, I, Miller, LE, Bushman, D, Obunge, D, Auerswald, C, Zamudio-Haas, S; the Maneno Yetu Study Team. Harmonizing voices: A collaborative, cross-cultural approach for adolescent sexual and reproductive health research. Adv Glob Health. 2025;4(1). https://doi.org/10.1525/agh.2025.2469788

Editor-in-Chief: Craig R. Cohen, University of California San Francisco, CA, USA

Senior Editor: Andres G. Lescano, Cayetano University, Lima, Peru

Section: Improving Health and Well-Being

This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International License (CC-BY 4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. See http://creativecommons.org/licenses/by/4.0/.