Table 3

| Qualitative themes, illustrative quotes, and thematic insights.

ThemeIllustrative quoteThematic insight
Perceived severity“Lung cancer is a death sentence; I’ve seen too many people go through it, and it’s always been devastating.”Lung cancer is viewed as a highly severe and life-threatening disease.
“I know how bad lung cancer is, and honestly, I’m scared to know if I’m at high risk. It might just add to my stress.”Fear of PRS testing due to the psychological burden of knowing one’s high risk.
Perceived susceptibility“I don’t feel like I’m at risk right now, but I do work in an industry where I’m exposed to a lot of chemicals, so who knows what might happen down the line?”Perceived susceptibility is low unless influenced by environmental or occupational factors.
“I don’t think that I am because I’ve never smoked. I haven’t lived in any places with significant air pollution.”Low perceived risk due to absence of known risk factors like smoking or pollution exposure.
“Given my family’s history with lung cancer, knowing my genetic risk could help me take preventive measures sooner rather than later.”Family history increases perceived susceptibility and interest in PRS testing.
Perceived benefits“The knowledge of the possibility [of heightened lung cancer risk] would be enough to get my head on straight and do my research into all of my options.”Knowledge of genetic risk is seen as empowering and enabling informed decision-making.
“If I’m at high risk, my family might be too. I’d want them to know so they can get tested and take steps to protect their health.”Genetic testing is valued for its potential to inform and protect family members.
Perceived barriers“I would want to know if Medicare would pay for it or if it would be an out-of-pocket cost before moving ahead with it.”Cost is a major barrier to considering PRS testing.
“Just how conclusive is the test? I mean, is it 100% accurate? Is it 50% accurate? I think I’d want to know that.”Concerns about the accuracy and reliability of genetic tests.
“I have general concerns about technology—particularly digital data. Specifically, privacy, security, and how my data would be used.”Privacy and data security concerns are significant barriers to genetic testing.
“The cons would be my mental state if I found out about it. That would be the cons, dealing with the emotional, mental part of it.”Concerns about the emotional impact of receiving high-risk results.
Knowledge and interest in PRS“I’ve just heard that there is genetic testing. I don’t know anything about it.”General lack of knowledge about PRS testing.
“Yes, we did genetic testing in utero for my son.”Experience with genetic testing is often limited to prenatal contexts.
“Knowing how serious lung cancer is, I’d want to know my genetic risk so I could do everything possible to catch it early or prevent it.”High perceived severity of lung cancer increases interest in PRS testing.
“I don’t smoke and I don’t work in a factory, so why should I [undergo genetic testing for lung cancer risk]?”Low perceived susceptibility decreases interest in PRS testing.
“The science isn’t there yet. Even if I knew I was at high risk, what could I actually do differently?”Skepticism about the utility of PRS testing due to limited actionable steps.
Cues to action“My father was diagnosed with lung cancer, and that made me think about my own risk and what I could do to find that out.”Family history serves as a strong motivator for considering PRS testing.
“If a doctor recommended it because of my family history or symptoms, then I would probably go ahead and do the test.”Medical advice plays a crucial role in motivating PRS testing.
“If there was a free screening event, I would definitely be interested in participating.”Free or accessible screening opportunities increase willingness to participate in PRS testing.
Return of results preferences“I would rather my doctor tell me my results than a lab tech or a stranger. If it is bad, I want someone to tell me that we’ll get through this together.”Preference for results to be delivered by trusted healthcare professionals, especially for high-risk findings.
“I want somebody who can give me a detailed explanation and help me understand what the results mean for my health.”Need for clear explanations and understanding of what genetic test results mean.
“I think I should receive all the information found in this test, not just what is relevant to lung cancer.”Desire for comprehensive information beyond just lung cancer risk.
“Where it’s going? How it’s used? Where it’s stored? Who gets to see—not only who handles it but who also gets to see the results?”Concerns about privacy, data security, and confidentiality in the handling of genetic information.
ThemeIllustrative quoteThematic insight
Perceived severity“Lung cancer is a death sentence; I’ve seen too many people go through it, and it’s always been devastating.”Lung cancer is viewed as a highly severe and life-threatening disease.
“I know how bad lung cancer is, and honestly, I’m scared to know if I’m at high risk. It might just add to my stress.”Fear of PRS testing due to the psychological burden of knowing one’s high risk.
Perceived susceptibility“I don’t feel like I’m at risk right now, but I do work in an industry where I’m exposed to a lot of chemicals, so who knows what might happen down the line?”Perceived susceptibility is low unless influenced by environmental or occupational factors.
“I don’t think that I am because I’ve never smoked. I haven’t lived in any places with significant air pollution.”Low perceived risk due to absence of known risk factors like smoking or pollution exposure.
“Given my family’s history with lung cancer, knowing my genetic risk could help me take preventive measures sooner rather than later.”Family history increases perceived susceptibility and interest in PRS testing.
Perceived benefits“The knowledge of the possibility [of heightened lung cancer risk] would be enough to get my head on straight and do my research into all of my options.”Knowledge of genetic risk is seen as empowering and enabling informed decision-making.
“If I’m at high risk, my family might be too. I’d want them to know so they can get tested and take steps to protect their health.”Genetic testing is valued for its potential to inform and protect family members.
Perceived barriers“I would want to know if Medicare would pay for it or if it would be an out-of-pocket cost before moving ahead with it.”Cost is a major barrier to considering PRS testing.
“Just how conclusive is the test? I mean, is it 100% accurate? Is it 50% accurate? I think I’d want to know that.”Concerns about the accuracy and reliability of genetic tests.
“I have general concerns about technology—particularly digital data. Specifically, privacy, security, and how my data would be used.”Privacy and data security concerns are significant barriers to genetic testing.
“The cons would be my mental state if I found out about it. That would be the cons, dealing with the emotional, mental part of it.”Concerns about the emotional impact of receiving high-risk results.
Knowledge and interest in PRS“I’ve just heard that there is genetic testing. I don’t know anything about it.”General lack of knowledge about PRS testing.
“Yes, we did genetic testing in utero for my son.”Experience with genetic testing is often limited to prenatal contexts.
“Knowing how serious lung cancer is, I’d want to know my genetic risk so I could do everything possible to catch it early or prevent it.”High perceived severity of lung cancer increases interest in PRS testing.
“I don’t smoke and I don’t work in a factory, so why should I [undergo genetic testing for lung cancer risk]?”Low perceived susceptibility decreases interest in PRS testing.
“The science isn’t there yet. Even if I knew I was at high risk, what could I actually do differently?”Skepticism about the utility of PRS testing due to limited actionable steps.
Cues to action“My father was diagnosed with lung cancer, and that made me think about my own risk and what I could do to find that out.”Family history serves as a strong motivator for considering PRS testing.
“If a doctor recommended it because of my family history or symptoms, then I would probably go ahead and do the test.”Medical advice plays a crucial role in motivating PRS testing.
“If there was a free screening event, I would definitely be interested in participating.”Free or accessible screening opportunities increase willingness to participate in PRS testing.
Return of results preferences“I would rather my doctor tell me my results than a lab tech or a stranger. If it is bad, I want someone to tell me that we’ll get through this together.”Preference for results to be delivered by trusted healthcare professionals, especially for high-risk findings.
“I want somebody who can give me a detailed explanation and help me understand what the results mean for my health.”Need for clear explanations and understanding of what genetic test results mean.
“I think I should receive all the information found in this test, not just what is relevant to lung cancer.”Desire for comprehensive information beyond just lung cancer risk.
“Where it’s going? How it’s used? Where it’s stored? Who gets to see—not only who handles it but who also gets to see the results?”Concerns about privacy, data security, and confidentiality in the handling of genetic information.
Table 3

| Qualitative themes, illustrative quotes, and thematic insights.

ThemeIllustrative quoteThematic insight
Perceived severity“Lung cancer is a death sentence; I’ve seen too many people go through it, and it’s always been devastating.”Lung cancer is viewed as a highly severe and life-threatening disease.
“I know how bad lung cancer is, and honestly, I’m scared to know if I’m at high risk. It might just add to my stress.”Fear of PRS testing due to the psychological burden of knowing one’s high risk.
Perceived susceptibility“I don’t feel like I’m at risk right now, but I do work in an industry where I’m exposed to a lot of chemicals, so who knows what might happen down the line?”Perceived susceptibility is low unless influenced by environmental or occupational factors.
“I don’t think that I am because I’ve never smoked. I haven’t lived in any places with significant air pollution.”Low perceived risk due to absence of known risk factors like smoking or pollution exposure.
“Given my family’s history with lung cancer, knowing my genetic risk could help me take preventive measures sooner rather than later.”Family history increases perceived susceptibility and interest in PRS testing.
Perceived benefits“The knowledge of the possibility [of heightened lung cancer risk] would be enough to get my head on straight and do my research into all of my options.”Knowledge of genetic risk is seen as empowering and enabling informed decision-making.
“If I’m at high risk, my family might be too. I’d want them to know so they can get tested and take steps to protect their health.”Genetic testing is valued for its potential to inform and protect family members.
Perceived barriers“I would want to know if Medicare would pay for it or if it would be an out-of-pocket cost before moving ahead with it.”Cost is a major barrier to considering PRS testing.
“Just how conclusive is the test? I mean, is it 100% accurate? Is it 50% accurate? I think I’d want to know that.”Concerns about the accuracy and reliability of genetic tests.
“I have general concerns about technology—particularly digital data. Specifically, privacy, security, and how my data would be used.”Privacy and data security concerns are significant barriers to genetic testing.
“The cons would be my mental state if I found out about it. That would be the cons, dealing with the emotional, mental part of it.”Concerns about the emotional impact of receiving high-risk results.
Knowledge and interest in PRS“I’ve just heard that there is genetic testing. I don’t know anything about it.”General lack of knowledge about PRS testing.
“Yes, we did genetic testing in utero for my son.”Experience with genetic testing is often limited to prenatal contexts.
“Knowing how serious lung cancer is, I’d want to know my genetic risk so I could do everything possible to catch it early or prevent it.”High perceived severity of lung cancer increases interest in PRS testing.
“I don’t smoke and I don’t work in a factory, so why should I [undergo genetic testing for lung cancer risk]?”Low perceived susceptibility decreases interest in PRS testing.
“The science isn’t there yet. Even if I knew I was at high risk, what could I actually do differently?”Skepticism about the utility of PRS testing due to limited actionable steps.
Cues to action“My father was diagnosed with lung cancer, and that made me think about my own risk and what I could do to find that out.”Family history serves as a strong motivator for considering PRS testing.
“If a doctor recommended it because of my family history or symptoms, then I would probably go ahead and do the test.”Medical advice plays a crucial role in motivating PRS testing.
“If there was a free screening event, I would definitely be interested in participating.”Free or accessible screening opportunities increase willingness to participate in PRS testing.
Return of results preferences“I would rather my doctor tell me my results than a lab tech or a stranger. If it is bad, I want someone to tell me that we’ll get through this together.”Preference for results to be delivered by trusted healthcare professionals, especially for high-risk findings.
“I want somebody who can give me a detailed explanation and help me understand what the results mean for my health.”Need for clear explanations and understanding of what genetic test results mean.
“I think I should receive all the information found in this test, not just what is relevant to lung cancer.”Desire for comprehensive information beyond just lung cancer risk.
“Where it’s going? How it’s used? Where it’s stored? Who gets to see—not only who handles it but who also gets to see the results?”Concerns about privacy, data security, and confidentiality in the handling of genetic information.
ThemeIllustrative quoteThematic insight
Perceived severity“Lung cancer is a death sentence; I’ve seen too many people go through it, and it’s always been devastating.”Lung cancer is viewed as a highly severe and life-threatening disease.
“I know how bad lung cancer is, and honestly, I’m scared to know if I’m at high risk. It might just add to my stress.”Fear of PRS testing due to the psychological burden of knowing one’s high risk.
Perceived susceptibility“I don’t feel like I’m at risk right now, but I do work in an industry where I’m exposed to a lot of chemicals, so who knows what might happen down the line?”Perceived susceptibility is low unless influenced by environmental or occupational factors.
“I don’t think that I am because I’ve never smoked. I haven’t lived in any places with significant air pollution.”Low perceived risk due to absence of known risk factors like smoking or pollution exposure.
“Given my family’s history with lung cancer, knowing my genetic risk could help me take preventive measures sooner rather than later.”Family history increases perceived susceptibility and interest in PRS testing.
Perceived benefits“The knowledge of the possibility [of heightened lung cancer risk] would be enough to get my head on straight and do my research into all of my options.”Knowledge of genetic risk is seen as empowering and enabling informed decision-making.
“If I’m at high risk, my family might be too. I’d want them to know so they can get tested and take steps to protect their health.”Genetic testing is valued for its potential to inform and protect family members.
Perceived barriers“I would want to know if Medicare would pay for it or if it would be an out-of-pocket cost before moving ahead with it.”Cost is a major barrier to considering PRS testing.
“Just how conclusive is the test? I mean, is it 100% accurate? Is it 50% accurate? I think I’d want to know that.”Concerns about the accuracy and reliability of genetic tests.
“I have general concerns about technology—particularly digital data. Specifically, privacy, security, and how my data would be used.”Privacy and data security concerns are significant barriers to genetic testing.
“The cons would be my mental state if I found out about it. That would be the cons, dealing with the emotional, mental part of it.”Concerns about the emotional impact of receiving high-risk results.
Knowledge and interest in PRS“I’ve just heard that there is genetic testing. I don’t know anything about it.”General lack of knowledge about PRS testing.
“Yes, we did genetic testing in utero for my son.”Experience with genetic testing is often limited to prenatal contexts.
“Knowing how serious lung cancer is, I’d want to know my genetic risk so I could do everything possible to catch it early or prevent it.”High perceived severity of lung cancer increases interest in PRS testing.
“I don’t smoke and I don’t work in a factory, so why should I [undergo genetic testing for lung cancer risk]?”Low perceived susceptibility decreases interest in PRS testing.
“The science isn’t there yet. Even if I knew I was at high risk, what could I actually do differently?”Skepticism about the utility of PRS testing due to limited actionable steps.
Cues to action“My father was diagnosed with lung cancer, and that made me think about my own risk and what I could do to find that out.”Family history serves as a strong motivator for considering PRS testing.
“If a doctor recommended it because of my family history or symptoms, then I would probably go ahead and do the test.”Medical advice plays a crucial role in motivating PRS testing.
“If there was a free screening event, I would definitely be interested in participating.”Free or accessible screening opportunities increase willingness to participate in PRS testing.
Return of results preferences“I would rather my doctor tell me my results than a lab tech or a stranger. If it is bad, I want someone to tell me that we’ll get through this together.”Preference for results to be delivered by trusted healthcare professionals, especially for high-risk findings.
“I want somebody who can give me a detailed explanation and help me understand what the results mean for my health.”Need for clear explanations and understanding of what genetic test results mean.
“I think I should receive all the information found in this test, not just what is relevant to lung cancer.”Desire for comprehensive information beyond just lung cancer risk.
“Where it’s going? How it’s used? Where it’s stored? Who gets to see—not only who handles it but who also gets to see the results?”Concerns about privacy, data security, and confidentiality in the handling of genetic information.
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