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Phone Survey on the reservation wedge: labor supply of college-educated women in Pakistan" (Phase I to IV)
London School of Economics and MIT
August 2022
Punjab, Pakistan
September 2023
Project Team
Team Leader
Field Coordinator
Assistant Field Coordinator
Project Description
This study was conducted to explore the intersection of career aspirations and marriage market expectations among a graduating cohort of male and female students at a major university in Pakistan. In a rapidly evolving socioeconomic landscape, understanding how young professionals balance long-term professional ambitions with cultural and family expectations is critical. The project focused on capturing the nuanced attitudes, preferences, and decision-making processes of students as they prepare to transition out of higher education.
A key dimension of this research was its holistic approach to understanding family dynamics. Beyond surveying the students themselves, the project investigated the perceptions and expectations of their parents, allowing researchers to analyze alignment or generational gaps regarding post-graduation plans. By examining these dual perspectives, the study gathered valuable data on expected career trajectories, acceptable field choices, work-cultural barriers, and the evolving nature of marriage market preferences among educated youth.
To execute this research efficiently and maintain a broad reach, the data collection was structured as an intensive telephonic survey. Enumerators utilized Android-based devices equipped with digital survey software to ensure smooth, standardized interviews and minimize data entry errors. This tech-enabled approach allowed our team to securely gather comprehensive quantitative and qualitative datasets. Following rigorous data verification and cleaning protocols, the finalized raw data was seamlessly shared with the client’s analytical team, providing them with a rich foundation to study youth development and policy implications in Pakistan.
Description of Services Provided
For this academic-led inquiry into the life and career preferences of university graduates, Versatile Consultants implemented a streamlined and highly efficient data collection operation. Our services began with the strategic recruitment of a specialized team of 13 experienced enumerators and one dedicated field coordinator. Given the nature of the study, we prioritized professionals who possessed strong communication skills and the professional demeanor required to conduct detailed, sensitive interviews with parents regarding their children’s post-graduation aspirations.
The operational core of the project was centered on precision telephonic outreach. Our team meticulously executed the survey protocol by calling the specific database of phone numbers provided by the client. To maximize the value of these interactions, the enumerators were trained to conduct in-depth, semi-structured interviews with the students’ parents, ensuring that we captured both the parental influence and the underlying household perceptions that drive career and marriage market decisions.
To maintain absolute control over the quality and pace of the survey, we developed a meticulously designed tracking sheet. This management tool allowed us to monitor call attempts, completion rates, and refusal patterns in real-time, enabling the field coordinator to offer immediate guidance to the team. By leveraging Android-based mobile technology for data entry, we ensured that the primary data remained clean and consistent from the moment of collection. This rigorous, standardized approach ensured that the final dataset shared with the client was both accurate and ready for sophisticated statistical analysis.





Projects That Turn Data into Impact
Our portfolio highlights collaborations with leading organizations and institutions. Discover how our expertise in research, monitoring, and data analysis supports better decisions and stronger programs.
| Project Name | Area | Client/Partner Organization(s) | Timeline | - |
|---|---|---|---|---|
| The impact of sermons on beliefs and behavior in Punjab,Pakistan | Punjab, Pakistan | Harvard University | July 2024 - Feb 2026 | Veiw |
| Effect of Affordable, Accessible, and Safer Commutes to Girls in KP. (KP-RAP Project) | Khyber Pakhtunkhwa, Pakistan | The World Bank Group | May 2024 - Dec 2025 | Veiw |
| Institutional reform and women’s De facto rights in Punjab, Pakistan | Punjab, Pakistan | The World Bank, IGC, and NBER | Dec 2022 - Aug 2025 | Veiw |
| Infant Feeding Project LHWs Survey | Punjab, Pakistan | CERP | July 2025 - Oct 2025 | Veiw |
| Handwashing Practices and the Role of Health Professionals vs Religious Leaders | Lahore, Punjab | Center for Int Development (CID) - Harvard University | May 2024 - Dec 2025 | Veiw |
| Phone Survey on the reservation wedge: labor supply of college-educated women in Pakistan" (Phase I to IV) | Lahore, Punjab | London School of Economics (LSE) and MIT | Aug 2022 - Sep 2023 | Veiw |
| FATA Reforms Public Opinion Barometer Household Survey | FATA, Khyber Pakhtunkhwa | UNDP/FATA Research Center | May 2020 - Dec 2020 | Veiw |
| Ex-Post Evaluation of projects implemented by GIZ titled " Utilization of Skills Provided" (A. Community and B. Government Staffs) from 2009-2017 | FATA, Khyber Pakhtunkhwa | GIZ/FATA Research Center | Nov 2018 - Dec 2018 | Veiw |
| Survey for Digital Accessibility & Literacy (DAL) | Punjab and KPK | British Council | Oct 2016 to Nov 2016 | Veiw |
Evidence That Drives Impact
We deliver rigorous research, monitoring, and data solutions that support informed decision-making.
Working alongside global institutions and development partners, we transform complex data into actionable insights that strengthen programs and policies.
Where rigorous research meets real-world impact.
Hear from partners who rely on our expertise to turn data into decisions.
What Our Clients Say

I highly recommend VC for its exceptional professionalism. Their team has been an absolute pleasure. I was impressed with their commitment to delivering high-quality data and reports. The team is truly versatile, and they possess a deep understanding. They go above and beyond to understand the unique needs of their clients and tailor their solutions accordingly
Irfan Ud Din

“We deeply appreciate Versatile Consultants for their outstanding dedication during our baseline survey data collection. Their efficient recruitment, remarkable logistical management, and proactive field support allowed us to strictly adhere to our timeline. We were highly impressed by their commitment to data quality, evidenced by their direct field visits and meticulous quality checks. Furthermore, the team swiftly integrated feedback and adapted to field realities with impressive agility. Their professionalism substantially enhanced the quality of our project’s data, and we sincerely anticipate future collaborations.”
Sidra Mazhar

We are delighted with the work performed in the telephone data collection. It was invaluable, and without your team’s hard work, we would not have been able to conduct the survey successfully. We highly appreciate the commitment/attention to detail that went on and the work completed on time and on budget, but it also exceeded our expectations.
Amen Jalal

I highly recommend Versatile Consultants for their exceptional professionalism and expertise. Their team has been an absolute pleasure. I was impressed with their commitment to delivering high-quality data and reports. They have a wealth of knowledge and experience that they bring to the table, making them a reliable and trustworthy partner for any project.
