The research, led by Kejimu Sunzi and Quanmin Deng of Deyang People’s Hospital in Sichuan, China, together with colleagues at Sichuan Nursing Vocational College and the University of Electronic Science and Technology of China, set out to answer a deceptively simple question: what happens to parents when the infrastructure of intensive care disappears? Discharge education in neonatology has traditionally focused on transmitting information—how to feed, how to bathe, when to call a doctor. What has received far less attention, the researchers argue, is how parents interpret the ambiguous signals of a small infant once they are alone at home, without alarms, without screens, and without a nurse down the hall.

To capture that experience, the team conducted a qualitative descriptive study at a tertiary hospital in China, using individual semi-structured interviews with 24 parents—16 mothers and 8 fathers representing 22 preterm infants. Families were recruited through purposive sampling and interviewed one to twelve weeks after discharge, a window chosen deliberately to span the earliest, most anxious days of home caregiving through the period when routines begin to settle. Verbatim transcripts were analysed inductively using reflexive thematic analysis, a method in which researchers iteratively code the data and construct themes while remaining transparent about how their own perspectives shape the interpretation. Only after initial themes were developed did the team introduce three established interpretive frameworks—Meleis’ Transitions Theory, Mishel’s Uncertainty in Illness Theory, and the Family Management Style Framework—as sensitising lenses to deepen the analysis. A visual transition matrix then synthesised the key transition moments, caregiving tasks, nursing touchpoints and challenges across the families’ journeys.

Four major themes emerged from the interviews, and together they read like a map of the psychological terrain that follows a preterm infant home. The first, and perhaps the most striking, was described as becoming the monitor after leaving monitored safety. Parents who had spent weeks calibrating their attention to the beeps and displays of the NICU suddenly found themselves responsible for detecting the same physiological signals with nothing but their senses and their judgment. Was the baby feeding adequately? Was breathing normal? Was that slight blueness around the lips meaningful or harmless? Was the temperature right, the weight gain sufficient, the fussiness within ordinary limits? These six domains—feeding adequacy, breathing, colour change, temperature, weight gain and thresholds for urgent care—formed the core of parental uncertainty in the study.

The second theme, learning care in fragments and needing embodied rehearsal, points to a structural weakness in how discharge preparation is typically delivered. Parents described acquiring caregiving knowledge in pieces—a demonstration here, a pamphlet there, a hurried explanation at the bedside—rather than through sustained, hands-on practice under supervision. The researchers’ language of embodiment is significant: knowing how to care for a preterm infant is not merely a matter of memorising instructions but of building muscle memory, of rehearsing the physical acts of feeding, positioning and soothing until they feel reliable. Without that rehearsal, parents reported feeling as though they were performing critical tasks for the first time in their own homes, with their own child as the stakes.

The third theme, negotiating family management under fragile normality, shifts the lens from the individual parent to the household. Bringing a preterm infant home does not simply add a baby to a family; it reorganises the family’s entire operating system. Parents described a delicate balancing act in which they tried to construct something resembling an ordinary family life while remaining vigilant for signs of danger. Grandparents, partners and siblings all had to adapt to infection-prevention routines, feeding schedules and the unspoken rule that a slight change in the baby’s behaviour could override any plan. The Family Management Style Framework, one of the study’s three theoretical lenses, proved useful here for describing how families define the situation, manage daily life, and negotiate who carries which burdens.

The fourth theme, rebuilding confidence through accessible nursing connection, carries the study’s most actionable implication. Parents did not describe wanting to be permanently attached to the healthcare system; they described wanting a reliable bridge back to it. Confidence returned, the interviews suggest, when families knew they could reach neonatal nurses promptly after discharge—when a question about a feeding refusal or an episode of vomiting could be answered by someone who knew preterm infants, rather than by a search engine or an emergency department. The absence of that connection, by contrast, left parents to escalate uncertainty into anxiety, or worse, to normalise warning signs they should not have normalised.

What elevates this study beyond a catalogue of parental worries is its theoretical synthesis. By framing discharge as a staged family transition rather than a single handover of information, the authors align themselves with a growing movement in nursing science that treats the hospital-to-home boundary as a process, not an event. Meleis’ Transitions Theory describes how people experience change across time, with identifiable phases of vulnerability and mastery. Mishel’s Uncertainty in Illness Theory explains why ambiguous symptoms are so psychologically corrosive: it is not the severity of a signal that distresses people most, but the inability to interpret it. And the Family Management Style Framework situates the infant’s condition within the family’s collective definition of the situation. Together, these lenses convert scattered parental anecdotes into a coherent model of what support should look like.

The model, in practical terms, is organised around what the researchers call transition touchpoints. First, early co-care in hospital: parents should be involved in hands-on caregiving while the safety net of the NICU is still in place, so that learning happens with expert backup rather than after it is gone. Second, rehearsal before discharge: structured, supervised practice of the specific tasks—feeding, temperature management, recognising respiratory changes—that parents will perform alone. Third, observable thresholds for home decisions: instead of vague advice to watch for problems, parents need concrete, describable criteria—what colour change warrants a phone call, what feeding pattern warrants a clinic visit, what breathing pattern warrants emergency care. Fourth, prompt post-discharge access to neonatal nurses: a responsive channel back to expertise during the first weeks, when uncertainty is at its peak.

The study has limitations inherent to its design. It was conducted at a single tertiary hospital in one region of China, with 24 parents from 22 families, and qualitative findings are not statistically generalisable to all settings. The interviews captured experiences one to twelve weeks after discharge, leaving open the question of how parental confidence evolves over longer horizons. Yet the value of the work lies precisely in its depth: it documents, in parents’ own accounts, the mechanics of a transition that millions of families navigate each year, most of them without a research team paying attention. Preterm birth remains one of the most common complications of pregnancy worldwide, and as neonatal survival rates continue to improve, the population of families making this particular journey keeps growing. The monitors in the intensive care unit will always be essential. This study makes a compelling case that the weeks after they fall silent deserve just as much systematic care—and that the parents who step into the machine’s role should be trained, rehearsed and supported as if the job they are taking on is as critical as it actually is.

Subject of Research: Parental experiences and nursing support during the transition of preterm infants from neonatal intensive care to home caregiving

Article Title: From NICU monitoring to home caregiving: a qualitative study of parents of preterm infants

Article References: Sunzi, K., Deng, Q., Huang, Q., Xu, Y., Gao, Y., Zeng, T., Luo, H., & Lei, C. (2026). From NICU monitoring to home caregiving: a qualitative study of parents of preterm infants. BMC Nursing. https://doi.org/10.1186/s12912-026-05398-x

Image Credits: AI Generated

DOI: 10.1186/s12912-026-05398-x

Keywords: preterm infant, NICU, discharge transition, parental caregiving, nursing research, qualitative study, thematic analysis, uncertainty in illness, family management, neonatology, home care, parental confidence

The study was conducted between April and August 2023 by a team based at Shandong University’s School of Nursing and Rehabilitation, working with colleagues at the Second Qilu Hospital of Shandong University and the Qingdao Mental Health Center. Each participating family consisted of a child with autism spectrum disorder and one parent, forming what researchers call a dyad. Parents completed the Strengths and Difficulties Questionnaire, a brief parent-report instrument developed by child psychiatrist Robert Goodman that screens for emotional symptoms, conduct problems, hyperactivity, peer relationship difficulties, and prosocial behavior. Because parents observe children across everyday settings rather than in a single clinical session, parent-report measures of this kind are often used to capture the real-world expression of a child’s difficulties.

The headline finding was the sheer prevalence of difficulty: 81.3 percent of the children were flagged as having emotional or behavioral problems according to the questionnaire. That figure is consistent with a broader literature. A 2023 systematic review and meta-analysis published in Neuroscience and Biobehavioral Reviews documented high rates of co-occurring conditions in autistic children and adults, and longitudinal work following autistic people from childhood into early adulthood has shown that emotional and behavioral problems frequently persist across development. For families, this means the challenges associated with autism rarely stop at the core diagnostic features; they extend into anxiety, dysregulation, and conduct difficulties that shape daily life at home and at school.

What sets the new study apart is its analytical approach. Rather than averaging scores across the whole sample or treating problem severity as a single continuous scale, the researchers used latent profile analysis, a person-centered statistical method that searches for unobserved subgroups within a population. The technique asks a simple but powerful question: do children cluster into recognizable patterns of emotional and behavioral difficulty, or do their scores vary smoothly along one continuum? In this sample, the answer was that three distinct latent profiles best described the data, implying that autistic children do not form one uniform group but instead occupy meaningfully different positions with respect to their emotional and behavioral adjustment.

Identifying the profiles was only the first step. The team then wanted to know what distinguished families whose children fell into the more affected profiles from those in the less affected ones. To do this, they used the R3STEP procedure in the Mplus statistical software, an automatic three-step method that has become a standard tool in latent profile research. The procedure’s key virtue is that it accounts for classification uncertainty. Latent profile analysis never assigns a child to a profile with absolute certainty; instead, each child carries a probability of belonging to each group. Older approaches that simply assigned children to their most likely profile and then ran ordinary statistical tests treat those assignments as if they were error-free, which can bias estimates. The three-step method keeps the classification uncertainty in the model, producing more honest estimates of how observed variables relate to profile membership.

The covariates the researchers examined came from two domains of family life. The first was parenting stress, measured with an instrument whose Chinese-language version has been validated in prior psychometric work. Parenting stress in this context refers to the strain a parent experiences in the parenting role, encompassing perceptions of the child as demanding, a sense of incompetence or distress in the parental role, and restrictive or disrupted interactions between parent and child. The second domain was family management, assessed with a Chinese version of the Family Management Measure, a framework originally developed by nursing scientists to describe how families organize daily life around a child’s condition. Family management spans both difficult dimensions, such as difficulty managing the child’s condition and disruption of family routines, and positive dimensions, such as family life difficulty being managed with confidence, developmental competence in parents, and the family’s ability to maintain normalcy.

The associations that emerged were directionally coherent. Higher parenting stress was positively associated with membership in the profiles characterized by more emotional and behavioral problems. Negative family management, meaning families reporting greater difficulty and disruption in handling the child’s condition, was likewise positively associated with the high-problem profiles. Positive family management, by contrast, was inversely associated with membership in the most affected groups. In other words, after the model accounted for the probabilistic nature of profile assignment, families reporting more stress and more struggle tended to have children in the more difficult profiles, while families reporting confidence and competence in managing daily life tended to have children in the less affected ones.

The authors are careful about what this pattern does and does not establish. The study is cross-sectional, meaning stress, family management, and child outcomes were measured at the same point in time. That design cannot determine whether parenting stress drives children’s emotional and behavioral problems, whether challenging child behavior drives parental stress, or whether the two reinforce each other in a bidirectional loop. There is substantial evidence that such loops exist. A 2024 meta-analysis in Jornal de Pediatria synthesized studies linking parental stress to emotional and behavioral problems in offspring, and research on Chinese families of autistic children published in Autism Research has examined how child behavior problems and parental psychological distress relate to one another, with social support and cultural values as potential moderators. Other work has traced pathways from parental social support through family functioning to child outcomes, suggesting that the family system operates as an interconnected whole rather than as a set of independent variables.

Still, the practical implications of the study are relatively clear, and the authors frame them in terms of family-based support strategies. If parenting stress and negative family management are reliably associated with children landing in the most affected profiles, then interventions that reduce parental strain and strengthen families’ capacity to organize and manage daily life may be relevant to children’s emotional and behavioral adjustment. This aligns with a growing body of intervention research. Group counseling programs for parents of autistic children have been shown to improve psychological resilience, life satisfaction, and family functioning, and studies of family-school partnerships have linked them to lower parenting stress and better parent mental health. The family management framework, adapted over the past decade to include children with a range of conditions, gives clinicians a vocabulary for identifying families who feel overwhelmed by their child’s condition and for targeting support toward routine-building and confidence rather than only toward the child’s symptoms.

For the autism research community, the study’s contribution is methodological as much as substantive. By demonstrating that emotional and behavioral problems in autistic children fall into heterogeneous latent profiles, and that family variables predict profile membership even when classification uncertainty is modeled explicitly, the work adds to a shift away from treating autistic children as a single diagnostic block. Researchers have increasingly argued for plural understandings of autism, noting differences in developmental trajectories and symptom combinations, and the profile approach offers a quantitative way to capture that heterogeneity. The study was funded by the National Natural Science Foundation of China and the Natural Science Foundation of Shandong Province, and the authors report no competing financial interests. Its limitations, including the cross-sectional design and reliance on parent report, leave open the causal questions that longitudinal and multi-informant studies will need to address. But for families and clinicians, the message is concrete: the emotional lives of autistic children are entangled with the stress levels and management capacities of the households around them, and supporting the family may be one of the most direct routes to supporting the child.

Subject of Research: Latent profile analysis of parenting stress and family management in relation to emotional and behavioral problems in children with autism spectrum disorder

Article Title: Association of Parenting Stress and Family Management With Emotional and Behavioral Problems in Children With Autism Spectrum Disorders: A Latent Profile Analysis

Article References: Association of Parenting Stress and Family Management With Emotional and Behavioral Problems in Children With Autism Spectrum Disorders: A Latent Profile Analysis. (n.d.). https://doi.org/10.1007/s10803-026-07510-1

Image Credits: AI Generated

DOI: 10.1007/s10803-026-07510-1

Keywords: autism spectrum disorder, parenting stress, family management, emotional and behavioral problems, latent profile analysis, Strengths and Difficulties Questionnaire, R3STEP procedure, Mplus, parent-child dyads, family-based intervention, child mental health, cross-sectional study