Beyond access: The role of out-of-pocket costs in shaping healthcare choices for children under five in Uganda

Imagine you are standing at a crossroads in a bustling village, holding a sick child. You have a map, but the roads are tricky. One path leads to a government clinic that is officially "free," but the sign is faded, the gate might be locked, or the medicine shelves might be empty. Another path leads to a private shop that is open, bright, and has everything you need, but it costs money. A third path is just a local pharmacy or a neighbor who sells herbs. In many parts of the world, families face this exact dilemma every day. This is the world of healthcare in low-income countries, where the price of a visit isn't just a single number on a receipt; it's a complex mix of official fees, hidden costs, travel expenses, and the fear of running out of money.

The big question researchers have been asking is: How does the thought of paying for these things change what families do? Do they just decide "I can't afford it" and stay home? Or, if they do go, do they choose a different path than the one they would have picked if money weren't an issue? This study dives into that very question, looking at how the anticipation of costs shapes the journey of a sick child, not just whether they get help, but where they get it.

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The Great Healthcare Heist: How "Thinking About Money" Steers the Ship

Picture a massive, national game of "Where to Go?" played by thousands of families in Uganda. The players are parents with children under five who have recently gotten sick. The game board has four main squares: No Care (staying home), Pharmacy/Self-Care (buying medicine or trying a quick fix), Public Facilities (government hospitals and clinics), and Private Facilities (private doctors and clinics).

The researchers, a team of curious detectives from universities in Norway, Uganda, and the UK, wanted to see if the expected cost of the game—how much money a family thinks they will have to spend—changes which square they land on. They didn't just look at the people who actually paid; they looked at the expectations before the trip even started. They used a giant dataset from the Uganda National Household Survey, which is like a massive snapshot of 3,615 families, to see the patterns.

The First Discovery: The "Too Scary to Start" Effect

The first thing the study found is that the fear of the price tag can stop the game before it even begins. When families thought the trip would cost more, they were less likely to seek care at all.

Think of it like a video game where the "entry fee" suddenly looks higher. If you think the cost is going to be steep, you might just decide not to play. The study found that for every step up in the expected cost, the chance of a child getting medical help dropped by about 2 percentage points. But here is the twist: this effect was much stronger for poorer families. For them, a small increase in expected cost was like a giant wall, cutting their chance of seeking care by 4 percentage points. It's as if the "No Care" square became a magnet for those with the least money in their pockets.

The Second Discovery: The "Switcheroo" at the Crossroads

But what happens if the family decides to go anyway? This is where the story gets really interesting. The study found that money doesn't just decide if you go; it decides where you go.

Usually, people might think that if money is tight, families would rush to the cheapest option, which might be a pharmacy or an informal healer. However, the data told a different story. When families expected higher costs, they actually moved away from public facilities and pharmacies and toward private facilities.

Imagine you are at a buffet. You expect the "free" government section to have empty plates or long lines (even if it's free to enter). You expect the private section to have fresh food and fast service, but it costs a lot. If you think the "hidden costs" of the free section (like waiting hours or buying medicine separately) are going to be high, you might decide to pay the big price for the private section just to get reliable food.

The study showed that higher expected costs were linked to a massive shift: a 38 percentage-point increase in the likelihood of choosing a private facility, while the use of public facilities and pharmacies dropped. This happened even among poorer families. It suggests that in Uganda's healthcare system, "free" public care often comes with invisible price tags—like travel time, waiting hours, or the need to buy medicine elsewhere—that make it feel expensive and unreliable. So, families with money (or those willing to stretch their budget) choose the private route to avoid the hassle, while the "free" option gets left behind.

The "Real" Cost vs. The "Expected" Cost

One of the coolest parts of this research is how they handled the math. They knew that sometimes, the cost you actually pay depends on where you go (if you go to a private clinic, you pay more). This creates a confusing loop: Did the cost make them choose the clinic, or did the clinic make them pay more?

To solve this puzzle, the researchers used a clever trick. Instead of asking a family "How much did you spend?", they asked, "What is the typical price in your neighborhood for this type of clinic?" By using the local average price as a "signal" of what a family expects to pay, they could see the decision-making process clearly. They found that even after fixing this math problem, the results held true: the expectation of cost drives the choice.

The Bottom Line

The study concludes that in Uganda, money is a powerful conductor of the healthcare orchestra. It doesn't just silence the music (stopping people from seeking care); it changes the melody (pushing people toward private providers).

The authors suggest that simply making public clinics "free" on paper isn't enough. If families expect hidden costs, long waits, or empty shelves, they will keep avoiding them, even if they are technically free. To fix this, the system needs to make sure that the "free" option actually feels free and reliable, so families don't feel forced to pay a premium just to get decent care. Until then, the "No Care" and "Private Care" squares will keep getting crowded, while the public square might remain empty, not because it's too far away, but because the price of the journey feels too high.