# How Meditation and Breathwork Compare for Stress

Research demonstrates that both mindfulness meditation and active breathwork effectively reduce stress, but they utilize entirely different biological pathways. Breathwork offers rapid, immediate relief for acute anxiety by mechanically stimulating the nervous system to calm down, whereas mindfulness meditation requires a longer learning curve to gradually build long-term cognitive and emotional resilience. Ultimately, the optimal choice depends on whether an individual requires a rapid physiological reset or a long-term neurological rewiring of their stress response.

## The Core Distinction: Top-Down vs. Bottom-Up Regulation

In an era defined by unprecedented levels of chronic stress, behavioral health experts and clinical psychologists widely recommend non-pharmacological interventions to help individuals manage their mental well-being [cite: 1, 2]. While mindfulness and breathing exercises are often grouped together as accessible, cost-free wellness tools, a frequent misconception is that "mindful breathing" and "breathwork" are the same practice [cite: 3, 4]. From a clinical and neurobiological perspective, they belong to distinct categories of emotional regulation, operating on opposite ends of the human nervous system.

To understand the research comparing the two, it is essential to establish the difference between passive observation and active physiological intervention. Mindfulness meditation is fundamentally a "top-down" cognitive exercise. Practices such as Mindfulness-Based Stress Reduction (MBSR) require the practitioner to utilize their prefrontal cortex—the area of the brain responsible for executive function, logical reasoning, and attention—to observe passing thoughts, emotions, and bodily sensations without judgment or immediate reaction [cite: 5]. During traditional mindful breathing, the explicit instruction is not to change the rhythm or depth of the breath, but merely to notice it as an anchor for the present moment [cite: 6, 7]. This cognitive reframing slowly sends signals downward to the amygdala, the brain's fear center, effectively thinking the body into a state of calm over an extended period [cite: 8, 9]. 

Conversely, active breathwork operates as a "bottom-up" physiological intervention. Breathwork—which encompasses practices ranging from ancient yogic Pranayama to modern clinical protocols like box breathing and conscious connected breathing—involves deliberately manipulating the pace, depth, and ratio of inhalation to exhalation to actively control the autonomic nervous system [cite: 6, 10]. By physically expanding the lungs, stretching the diaphragm, and extending the duration of exhales, breathwork directly stimulates the vagus nerve. This physical action sends mechanical and chemical signals upward into the brainstem, forcing the neurological architecture to shift from sympathetic dominance, commonly known as the "fight or flight" state, into parasympathetic dominance, the "rest and digest" state [cite: 5]. 

In practical terms, meditation asks a practitioner to sit with and observe their current physical and emotional state, while breathwork provides a biological mechanism to actively and rapidly alter it [cite: 4, 11].

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## Head-to-Head Clinical Trials

For several decades, mindfulness meditation dominated the landscape of clinical research regarding non-pharmacological stress reduction. However, a recent wave of randomized controlled trials has begun pitting traditional mindfulness meditation directly against active breathwork protocols, often yielding surprising results regarding the speed and efficacy of these interventions.

### The Stanford University Trial

One of the most consequential head-to-head comparisons to date was a 2023 trial conducted by researchers at Stanford Medicine. The study, published in the journal *Cell Reports Medicine*, randomized 114 participants into four distinct groups. Participants were asked to practice either traditional mindfulness meditation or one of three distinct daily breathwork protocols: cyclic sighing, box breathing, or cyclic hyperventilation. Each group practiced their assigned modality for a mere five minutes per day over a 28-day period [cite: 7, 12].

The research team hypothesized that intentional, active control over the respiratory system would produce more immediate physiological and psychological benefits than passive, non-judgmental attention to the breath. The resulting data robustly confirmed this hypothesis. While participants in all four groups experienced statistically significant reductions in state anxiety and negative affect, distinct differences emerged in overall mood enhancement. The group practicing "cyclic sighing"—a specific breathwork pattern emphasizing double inhalations followed by prolonged, slow exhalations—showed a significantly higher increase in positive affect compared to the mindfulness meditation cohort [cite: 12]. 

Furthermore, the cyclic sighing group demonstrated a significantly greater reduction in their resting respiratory rate over the course of the month compared to those practicing meditation. This physiological shift was highly notable, as the researchers found a direct negative correlation between respiratory rate and mood; participants who achieved the largest reductions in their baseline breathing pace exhibited the greatest enhancements in daily positive affect [cite: 12]. Interestingly, the Stanford data also revealed an adherence effect specific to breathwork: the mood benefits for the cyclic sighing group compounded and grew larger the more days they sequentially practiced the protocol, an interaction that was not statistically significant in the mindfulness meditation group [cite: 12].

### Conscious Connected Breathwork and Extreme Methods

Researchers are also exploring more intense variations of breathwork that push the boundaries of conventional stress management. A 2026 randomized controlled trial investigated Conscious Connected Breathwork (CCB), a demanding technique involving sustained, circular breathing patterns with no pauses between inhalations and exhalations. In a trial encompassing 107 adults, participants engaged in six weekly 90-minute sessions of CCB delivered entirely in an online group setting. The intervention group demonstrated a massive and statistically significant reduction in anxiety scores, yielding a Cohen’s *d* effect size of 1.44 [cite: 13]. In the context of psychological research, most therapeutic interventions for anxiety produce effect sizes between 0.5 and 0.8, placing CCB among the most potent non-pharmaceutical anxiety interventions currently documented in clinical literature [cite: 13].

Similarly, the Wim Hof Method (WHM), which combines cycles of intense hyperventilation with cold exposure, was evaluated in a 2026 semi-randomized controlled trial involving over 400 participants. Published in *Scientific Reports*, the trial found that over a 29-day period, individuals practicing the WHM experienced greater momentary improvements in energy, mental clarity, and stress resilience than a control group practicing standard mindfulness meditation [cite: 14]. Extensive blood analyses revealed that the controlled hyperventilation breathing component of the WHM, rather than the cold exposure alone, was the primary active ingredient responsible for down-regulating inflammatory proteins such as TNF-α, IL-6, and IL-8, while simultaneously increasing levels of the anti-inflammatory protein IL-10 [cite: 14]. 

| Feature | Active Breathwork | Mindfulness Meditation |
| :--- | :--- | :--- |
| **Primary Mechanism** | Bottom-up: Alters physiology first, which subsequently calms the mind. | Top-down: Alters attention and cognition, which eventually calms the body. |
| **Speed of Relief** | Rapid: Physiological shifts, such as lowered heart rate, are noticeable within 60 to 90 seconds. | Gradual: Cognitive and neurological benefits build progressively over days or weeks of consistent practice. |
| **Optimal Application** | Acute stress, immediate nervous system regulation, and navigating high-arousal environments. | Chronic anxiety, rumination, depression prevention, and building long-term emotional resilience. |
| **Learning Curve** | Low: Specific, physical instructions (e.g., inhale for four seconds) make it highly accessible for absolute beginners. | Moderate to High: Requires patience and discipline to observe a wandering mind without succumbing to frustration. |
| **Primary Neurological Impact** | Mechanically stimulates the vagus nerve and rapidly alters cerebral blood flow and oxygenation. | Increases prefrontal cortex density and reduces baseline amygdala reactivity over extended periods. |

## The Efficacy of Mindfulness as a Clinical Benchmark

While breathwork excels in rapid state changes, mindfulness meditation remains the gold standard for long-term clinical care, largely because of its proven ability to fundamentally restructure cognitive habits. The power of meditation becomes most apparent when measured over longer timelines and against conventional pharmaceutical treatments.

In a landmark trial demonstrating the clinical viability of meditation, Dr. Elizabeth Hoge and researchers at Georgetown University Medical Center compared Mindfulness-Based Stress Reduction (MBSR) directly to escitalopram, a widely prescribed gold-standard antidepressant commonly known by the brand name Lexapro. In a rigorous, randomized controlled trial across three different urban centers, 276 adult patients diagnosed with clinical anxiety disorders were assigned to either an eight-week MBSR program or a daily regimen of the antidepressant medication [cite: 15]. 

The MBSR protocol required significant commitment: a weekly two-and-a-half-hour class, 45 minutes of daily home practice, and a day-long weekend retreat. At the conclusion of the trial, researchers found that the mindfulness intervention was just as effective as the antidepressant in reducing clinical anxiety symptoms [cite: 15]. Crucially, the meditation group experienced significantly fewer adverse events. The data indicated that at least one adverse event was recorded for 78.6% of the participants taking escitalopram—including troublesome side effects like insomnia, nausea, and headaches—compared to only 15.4% of participants in the meditation cohort [cite: 15]. 

The true strength of mindfulness lies in its ability to treat conditions where cognitive reappraisal is essential. A 2024 trial conducted by Rutgers Health found that supplementing standard opioid addiction treatment protocols (such as methadone) with "Mindfulness Oriented Recovery Enhancement" drastically improved patient outcomes. The intervention, which taught patients to observe cravings without judgment and utilize cognitive reappraisal, cut program dropout rates by an astonishing 59% and reduced opioid relapses by 42% [cite: 16]. In scenarios requiring deep behavioral change and the severing of entrenched neural pathways, the top-down cognitive approach of meditation provides benefits that simple respiratory manipulation cannot match.

## Physiological Biomarkers: Heart Rate Variability and Cortisol

When clinical researchers compare these modalities, they rely on specific, measurable physiological biomarkers of stress to ensure objective analysis. The most common metrics observed are blood cortisol levels and autonomic nervous system tone, which is primarily measured via Heart Rate Variability (HRV).

Cortisol is the human body's primary stress hormone, essential for survival but deeply damaging when chronically elevated due to modern lifestyle pressures. Persistent high cortisol is implicated in systemic inflammation, impaired immune function, and disrupted blood glucose regulation [cite: 17, 18]. Both meditation and breathwork have been proven to lower circulating cortisol, but the velocity of this hormonal shift differs dramatically between the practices. 

Clinical research indicates that controlled breathwork—specifically techniques like "box breathing," which involves equal counts of inhaling, holding the breath, exhaling, and holding empty—can lower cortisol levels and calm the nervous system significantly faster than resting in a state of alert meditation [cite: 17]. Because the physical expansion and contraction of the diaphragm physically tugs on the vagus nerve, the parasympathetic "rest and digest" system is activated with remarkable speed, often within one to two minutes [cite: 5]. 

Heart Rate Variability, which tracks the precise micro-fluctuations in time between consecutive heartbeats, serves as a primary indicator of a resilient, adaptable nervous system. Chronic stress, severe anxiety, and clinical depression are all strongly correlated with diminished HRV [cite: 19]. Both practices aim to increase this metric, but they achieve it differently. Research demonstrates that a highly specific breathing rate of approximately 5.5 to 6 breaths per minute optimally synchronizes heart rate and respiratory rhythms. This specific pace maximizes respiratory sinus arrhythmia, dramatically boosting HRV and stimulating vagal tone [cite: 1, 19, 20, 21]. 

While long-term, highly experienced Zen Buddhist meditators will naturally and unconsciously fall into this precise respiratory rate during deep meditation, novice meditators almost never do [cite: 19]. Consequently, active, slow-paced breathing exercises reliably boost HRV much faster and more consistently in beginners than traditional passive meditation [cite: 20, 22]. 

An intriguing 2025 study from the University of Pennsylvania introduced psychological nuance to these physiological metrics. Investigating whether individual belief systems affect physical outcomes, researchers compared mindful breathing to deep diaphragmatic breathwork in a cohort of university students. They found that while both interventions improved respiratory volume and lowered breathing rates, only active diaphragmatic breathing resulted in significant, universal increases in HRV. However, they discovered that "spirituality" acted as a moderating variable: highly spiritual individuals benefited equally from both mindful observation and active control, whereas less spiritual individuals saw significantly greater physiological relief strictly from the clinical mechanics of diaphragmatic breathwork [cite: 23].

## Neurological Correlates: Mapping the Brain

Beyond the immediate hormonal and cardiovascular responses, advanced neuroimaging technologies—including functional magnetic resonance imaging (fMRI), arterial spin labeling (ASL), and electroencephalogram (EEG) studies—reveal that both practices fundamentally alter the brain's physical architecture, albeit in distinctly different regions and networks.

### The Neuroscience of Meditation

Meditation operates as a long-term investment in structural neuroplasticity. Decades of neuroimaging research confirm that consistent mindfulness practice physically alters the brain over time [cite: 5, 24]. 

A primary target of meditation is the Default Mode Network (DMN). The DMN is an interconnected network of brain regions that becomes highly active when an individual is mind-wandering, ruminating, engaging in self-referential thought, or worrying about future events. Functional MRI scans demonstrate that mindfulness meditation significantly decreases activity in the DMN, effectively severing the neural loops of repetitive negative thought [cite: 25, 26, 27]. Over a standard eight-week MBSR protocol, neuroimaging consistently reveals an increase in gray matter density in the prefrontal cortex, paired with a marked reduction in the physical volume and reactivity of the amygdala [cite: 5, 24]. The brain literally builds thicker, stronger neural "brakes" to regulate its own fear center.

The depth of meditation's impact was further illustrated in a groundbreaking 2025 study from the Icahn School of Medicine at Mount Sinai. Utilizing intracranial EEG recordings—electrodes surgically implanted deep inside the brains of epilepsy patients—researchers were able to measure internal brain waves during meditation with unprecedented precision. The data revealed that even during a patient's very first five-minute meditation session, the practice induced profound, measurable changes in the deep limbic system, specifically altering the baseline activity of the hippocampus and the amygdala [cite: 28]. 

### The Neuroscience of Breathwork

The neurobiological mapping of active breathwork is a newer field of study, but early imaging data is compelling. Because aggressive breathwork inherently alters the balance of oxygen and carbon dioxide in the bloodstream, it directly and mechanically affects cerebral blood flow.

A 2025 neuroimaging study utilizing quantitative Arterial Spin Labeling (ASL) MRI mapped the brain's response during sessions of high-ventilation breathwork. Researchers discovered that this intense respiratory pacing reliably reduced blood flow to the posterior insula and the parietal operculum—cortical regions closely associated with rigid self-awareness and ego maintenance. Simultaneously, the breathwork increased blood flow to the amygdala and the hippocampus, facilitating intense emotional memory processing and reports of profound emotional release [cite: 29]. 

Furthermore, animal studies conducted at Penn State University have proven that respiration is not merely a peripheral physiological artifact; it possesses a direct, hardwired neural component. Using simultaneous fMRI and neuronal electrophysiology in rodents, researchers demonstrated that breathing rhythms physically modulate neural activity across multiple brain regions, including the cingulate cortex, a central hub governing emotional response and regulation [cite: 30]. 

When researchers directly compare the two modalities in humans using functional near-infrared spectroscopy (fNIRS), differing patterns of blood oxygenation emerge. A 2024 study involving yoga practitioners showed that active abdominal breathwork triggers massive neural activation in the dorsolateral prefrontal cortex (DLPFC), a region vital for regulating executive attention and cognitive effort. Mindfulness meditation, conversely, primarily activates the orbitofrontal and ventrolateral prefrontal cortices [cite: 31, 32].

## Navigating Acute Panic Versus Chronic Anxiety

The clinical distinction between top-down and bottom-up practices becomes critically important when dealing with varying intensities of stress, particularly in the context of panic attacks. 

If a patient is experiencing an acute panic attack or a moment of severe, overwhelming anxiety, instructing them to "sit still and observe their thoughts" is largely ineffective, and can occasionally exacerbate the panic [cite: 24, 33]. When the human brain is locked in a state of extreme threat perception—often termed an "amygdala hijack"—the prefrontal cortex essentially goes offline to prioritize survival instincts. A panicked brain simply does not possess the active neurological bandwidth to engage in top-down cognitive regulation [cite: 5]. 

In these acute, high-arousal moments, breathwork is unequivocally the superior intervention. Fast-acting protocols, such as the physiological sigh or box breathing, bypass the offline prefrontal cortex entirely. By utilizing the mechanics of the diaphragm, the individual sends a physical safety signal directly up the vagus nerve, reliably halting the physiological stress cascade in under three minutes [cite: 5, 24]. 

However, a vital clinical caveat applies to breathwork: techniques that involve hyperventilation, such as the Wim Hof Method or Holotropic Breathwork, must be strictly avoided by individuals formally diagnosed with panic disorder [cite: 34, 35]. Clinical research shows that up to 50% of patients with panic disorder suffer from underlying hyperventilation syndrome, making them exquisitely sensitive to fluctuating carbon dioxide levels in the blood [cite: 34]. For these individuals, rapid breathing drops carbon dioxide levels too quickly (hypocapnia), which paradoxically triggers a severe panic attack. Therefore, therapeutic breathwork for panic disorder must be restricted to slow-paced, regulating rhythms like alternate nostril breathing or prolonged exhalations [cite: 34, 35].

By contrast, mindfulness meditation excels at addressing the root, psychological causes of chronic anxiety. While it may lack the mechanical leverage to stop a panic attack in the heat of the moment, a dedicated daily practice restructures the default thought patterns that lead to panic escalation in the first place, building the long-term cognitive resilience necessary to prevent future episodes [cite: 5, 24].

| Clinical Presentation | Recommended Modality | Rationale and Mechanism |
| :--- | :--- | :--- |
| **Acute Panic Attack** | Slow-Paced Breathwork (e.g., Physiological Sigh) | Bypasses the compromised prefrontal cortex; physically stimulates the vagus nerve to immediately halt the systemic adrenaline response. |
| **Chronic Rumination** | Mindfulness Meditation | Gradually deactivates the Default Mode Network, reducing repetitive negative thought loops and building gray matter density. |
| **Panic Disorder (Clinical)** | Gentle, Regulated Breathwork | Must avoid hyperventilation to prevent hypocapnia-induced panic triggers; focuses on restoring carbon dioxide balance. |
| **Addiction / Relapse Prevention** | Mindfulness / Cognitive Reappraisal | Builds the top-down cognitive strength necessary to observe intense cravings without immediate behavioral reaction. |

## The Attrition Crisis in Digital Therapeutics

While the physiological and neurological benefits of both practices are rigorously proven, behavioral interventions are ultimately only effective if individuals consistently engage with them. In this regard, contemporary research highlights a massive "dropout problem" currently plaguing the mindfulness and meditation industry.

Despite the explosive popularity of commercial mindfulness applications, real-world engagement data is remarkably poor. Studies indicate that an astounding 95% of users abandon meditation apps within the first month of downloading them, with a vast majority quitting after just two initial sessions [cite: 36, 37, 38]. Even within highly structured, randomized controlled trials where participants are actively monitored by researchers, attrition rates for mindfulness apps remain high, averaging around 25% and jumping to nearly 39% in larger trials [cite: 36]. A comprehensive 2023 meta-analysis covering 28 separate meditation RCTs found dropout rates reaching as high as 84.7% in some specific study arms [cite: 39].

This severe attrition rate is deeply tied to the steep learning curve inherent to traditional meditation. When highly stressed, clinically anxious individuals attempt to sit in silence and passively observe their racing thoughts, they often become hyper-aware of their internal chaos. This can lead to intense frustration, restlessness, and the discouraging belief that they are "doing it wrong" or simply incapable of meditating [cite: 10, 11, 24, 40]. 

Breathwork frequently circumvents this initial psychological hurdle. Because breathwork requires active mental engagement—such as counting seconds, timing breath-holds, and focusing on specific physical sensations—it gives an anxious, hyperactive brain a tangible "job" to do [cite: 4, 10]. This structured nature provides immediate physiological feedback, allowing beginners to feel successful and relaxed much faster. A 2023 meta-analysis of 12 RCTs involving 785 participants found that slow-paced breathwork interventions were highly efficacious across diverse delivery modes, including solo at-home practice, with generally stable participant compliance [cite: 19, 20]. 

## Integration: The Synergy of Pranayama and Mindfulness

Historically, these practices were never intended to be siloed into competing camps. In traditional yogic systems developed thousands of years ago, *Pranayama* (active breath control) was explicitly designed as a necessary preparatory step to settle the physical body before attempting *Dhyana* (deep meditation) [cite: 1, 4, 31]. Modern clinical science is now robustly validating this ancient, sequential approach.

Recent clinical trials conducted across international universities confirm the immense potency of combining these modalities into a singular therapeutic protocol. A 2024 single-blind randomized controlled trial involving 150 undergraduate students found that a daily 60-minute combined practice—integrating both Pranayama breathing exercises and Vipassana (mindfulness) meditation—over a 10-week period massively improved participants' emotional intelligence. Simultaneously, the combined protocol resulted in statistically significant drops across all clinical markers of anxiety, depression, and perceived stress [cite: 41, 42, 43]. A comprehensive 2025 systematic review of yoga and mindfulness confirmed that while yoga-based breathing excels at physical relaxation and physiological balancing, mindfulness is superior for cognitive awareness and emotional regulation, making their combination the most effective overall coping mechanism [cite: 44]. 

Similar synergistic findings are emerging in high-stakes surgical settings. A 2025 systematic review of perioperative care protocols found that utilizing short-term preoperative Pranayama breathwork reduced intraoperative fentanyl requirements by up to 20% in cardiac surgery patients. Concurrently, mindfulness interventions effectively decreased generalized preoperative anxiety by 30% to 40% [cite: 45]. 

Increasingly, neuroscientists and behavioral clinicians recommend a layered, sequential protocol for the general public: utilizing two to five minutes of active, slow-paced breathwork to "clear the runway" by lowering the heart rate and halting any acute stress responses, immediately followed by ten minutes of open-monitoring meditation to capitalize on the calm state and build long-term cognitive neuroplasticity [cite: 4, 5, 11]. 

## Bottom line

Research indicates that meditation and breathwork are highly effective, complementary tools that manage human stress through inverse biological pathways. Breathwork acts as a "bottom-up" physiological reset, making it the demonstrably superior choice for acute anxiety, panic mitigation, and fast-acting nervous system regulation. Mindfulness meditation serves as a "top-down" cognitive builder, requiring a longer and often more frustrating learning curve, but ultimately rewiring the brain's default networks for lasting emotional resilience. For optimal mental health and stress management, the most effective evidence-based approach is to utilize active breathwork to calm the body in the present moment, and mindfulness meditation to train the mind for the future.

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35. [yogatherapyassociates.com](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQEvOvOco_oYH7aQkKhw4JrRhB_6gC5OZQJjnqX5Oohn-DGEnVm-OvMxDNBv4OUR_yH8tC7RZl90erdr1Ld7z2V2b4_tOZBv40UOrbNOItd2o-hlsr_4sf5hNHZf-fNH-_tQvaYo8XMBAHFCdzbW2zvFMQ==)
36. [researchgate.net](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQFLEWBLx4HTLYpM68h0X6MBIlxqHjZRb9rz3kSy20MT3VRNlCa0ooUcCfKApyjH3bN2dv77bLszxmHqkbraNrEVzKE8OeDX271UjMW0jNWbW-qLuFRACf23kICFoJXMi8mtBttpb_mg0vpTzwoAcfBVKiCz8OqyObzK51dDSfeVSyg3ryDhv3zZchfE73nE9oWX8Mgla7mxnFkC1aZTXcXhD3GQjVkGEsyIHYvfKrmz72UyF6I00Yi742GXRe5u83-zY-TXIDD2BQfgJ0W2TAGJuwqp1ZmQOOnZLLRNAwwbBuRJPg==)
37. [nih.gov](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQGuih5YcA4jaxbjEOvzRhexL2De1OkKkWg-msBusq2nWORhF9ZutX83jb8XM2CDQYUwhSiUts0aJMbEShnUtlRTmENHVMvl3ueFQNlt5SY9wkW-88leV1YSPeruOLqj6H4sjZ_TkEWGiQ==)
38. [livelongmedia.com](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQGgOELHMvbBBuxDwcZXdRshN_SG8usSljx-fzY52m-QxVQ9-AIcX_aj0qKcDeloyZxoHXN6bN-9o2toWr0xjKuBBD2ChHSLzV4ENGFGkXek1Bc0PLm7AfbNrY-aDak-Ye5s5x7NQP3skZdDjfr-YpQRHvzacRyIc168Od2bA_PYX_9XmspHktUSTNlz8X3I)
39. [jmir.org](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQFkZU5D4_p1v4LLzxwvuSmrKaqyt9NSrgpFu2efWXBddZ-RyxdrbCTpTFAdGXtQc_BOkX2w3QAPc7L9KGPkW0GYIVGbTEMBTeNxHog166JgXqqkXhF9ByQVbXJ9NA==)
40. [gassho.info](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQF1zMyq-KpFhFGlJeaxMvrVqVlqVO3426PgOibgJhSiGdytlg0uIdO2hmmleuYQ72ELTwKAiHqgawKzckO75g3EwCp3AAhazn1SMhVW-89fH7eJHixPyqcQxtvnMkAjtWQKtGQei8_-N6DnTlmmqxJqa4UzV36l24G_G_vz9aP57CMxgL23BH115DQ_2ZWd7UxZ)
41. [ijam.co.in](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQG0-b2Nr5tu3AjT_kFzMS7D4waTwg7a19ffpiNhNtO8mDZgMFJZWvf-aeZwzc-7kfunaTNiyfAb3CGhC1h8nFRavaNFaLvXOpyBeYKPh3lzmVKdHVUDGIhHvj9vhxVPq69J0yxP_VTWRoM=)
42. [researchgate.net](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQGhn3cFEF9_NQLLayL9vv-GLglkThXX5LqrOg_4t7nhYSVXaJa3gXHr7B3tYy1Ic1bY58E46UGFqWhBWds3dJFE5A_Ii5KODmaw5ASCuKCXJGvj01eVLv5AtWGD9cOTlHOJSU4BYJv1Pje7movVGPb17GcmoxLc9PM8ZVDH-kZAbw3zISQVuvQi0bYNGlhMupYbwVlUg4wy3zmwiTV-kfOIH6OLsyQJvl28BERrgdvRLrKPBk2RyX-47F_fO6W919i8IzIYR-DgP0tCn12F7-trVyE=)
43. [researchgate.net](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQGo1DI0biYVbBXE8uTgsUzvPYZAfaJ2ijKmb7z2j4QiIH9zg0SQpsA-5nAG81EdmqSjov3nZlO9uZVj-jlrSU8pZGysmM5ZypriOULrOA-f9u6dJa9uR5vv2C_1GZe2vfkNBktv2Ne0YLqNEz6iVDUgse5OGJOWoRzozimSaR18Wn8g-7rW_oZhWFGy8UnnOuXH9W_i9Yhv8tiHxDF2Es_PYj_lyIL6qb2Nkbt1TB6WVB3Jx8PwLenGEDcuCQbypAlCYpqn3nQVtaGDwCeW580q4OlR_isF6h3JRwLovCCDfrs=)
44. [dntb.gov.ua](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQGjCIc1ZDF_MSBlsIixxddTox_sLSY0BNx6P-iwq7uav-qG9ST0PCVq1H4qyRCzSpy4SITJl6vk9hHudLophqIsuIb3Gvsur4qkWsyX89QHIM11iBMKL4pfSR_S_GQDXx5k)
45. [saesp.org.br](https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQEe00rBD49JwJbGv4kbgi-UpJCVzHXCXasPyhwoBcTvsJoU2512edcvXmbwUZlv9bk33JMroAzSVOBYYF3Hbhzdl45bWw4zR1zvLTupkdIbvMJBFpRDWpqyUcjPIzVgLurtnohMaAKu761Nr5TzBTmhX7ci2YoGHw==)